{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# amap.com 搜索 api/search：包成函数\n",
    "- A. 步步学的代码见\n",
    " [research_amap_search_NewMedia_cities_learning.ipynb](research_amap_search_NewMedia_cities_learning.ipynb)\n",
    "- B. 集成一步到位的代码见\n",
    " [research_amap_search_NewMedia_cities_onestop.ipynb](research_amap_search_NewMedia_cities_onestop.ipynb)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 务必自己练习包成函数的能力\n",
    "分析：\n",
    "- 需要不断使用同一段代码\n",
    "- 每次使用之关键词可能不同\n",
    "- 每次使用之地区代码可能不同\n",
    "- 每次使用之API key可能不同\n",
    "- 返回的数据最好可能用dataframe 格式返回准备继续加工处理\n",
    "\n",
    "函数输入：\n",
    "- 关键词\n",
    "- 地区代码\n",
    "- API key\n",
    "\n",
    "函数输出/返回：\n",
    "- dataframe\n",
    "- amap_api_search_by_keyword_city_code(kw=关键词, cc=地区代码, api_key=API key)\n",
    "- amap_api_search_by_keyword_city_code(kw='植物园', cc='440000', api_key='你自己申請到的key')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import requests #用於API HTTP requests\n",
    "import pandas as pd\n",
    "\n",
    "\n",
    "def amap_api_search_by_keyword_city_code(kw, cc, api_key):\n",
    "\n",
    "    parameters = {'key': api_key}  # 高德地图API 获取Key\n",
    "    parameters.update( {'keywords': kw,\n",
    "                        'city':     cc,\n",
    "                        'citylimit': True\n",
    "                       } )\n",
    "\n",
    "    pois = []   # 建构最终结果列表pois\n",
    "    pg_no = 1   # 建构pg_no，每次给不一样的可选参数page值\n",
    "\n",
    "    while True: # 不断迭代，直到 break跳出\n",
    "        parameters.update({'page':pg_no})  #建构可选参数page值 为 pg_no\n",
    "\n",
    "        r = requests.get (\"http://restapi.amap.com/v3/place/text\", params=parameters)\n",
    "        data = r.json()\n",
    "\n",
    "        pois.extend(data['pois'])         # 使用Python列表之extend方法，把返回数据中的结果data['pois']存入pois\n",
    "\n",
    "\n",
    "        no_pois_this_search = len(pois)   # 计算 累积实质结果数\n",
    "        no_pois = int(data['count'])      # 计算 应有的实质数量\n",
    "\n",
    "\n",
    "        if (no_pois_this_search >= no_pois):  # 若 累积实质结果数 >= 应有的实质数量\n",
    "            break                                   # 则结束迭代跳出\n",
    "        else:\n",
    "            pg_no +=1                               # 否则找下一页数据，把 pg_no增1\n",
    "\n",
    "\n",
    "    # 使用pandas 模块处理数据\n",
    "    df_input = pd.DataFrame(pois)\n",
    "\n",
    "    # 选择部份栏位准备输出\n",
    "    select_fields = \"location\taddress\tadname\tcityname\tid\timportance\tname\tpname\ttel\ttype\ttypecode\".split(\"\\t\")\n",
    "    df = df_input[select_fields]\n",
    "\n",
    "    # 经纬度 增加新栏位字段\n",
    "    df = df.assign( 经 = [x.split(',')[0] for x in df['location']])\n",
    "    df = df.assign( 纬 = [x.split(',')[1] for x in df['location']])\n",
    "\n",
    "    \n",
    "    # 使用 return返回\n",
    "    return(df)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 使用函数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "df_植物园_440000 = amap_api_search_by_keyword_city_code(kw='植物园', cc='440000', api_key='你自己申請到的key')\n",
    "df_植物园_110000 = amap_api_search_by_keyword_city_code(kw='植物园', cc='110000', api_key='你自己申請到的key')\n",
    "df_动物园_110000 = amap_api_search_by_keyword_city_code(kw='动物园', cc='110000', api_key='你自己申請到的key')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>location</th>\n",
       "      <th>address</th>\n",
       "      <th>adname</th>\n",
       "      <th>cityname</th>\n",
       "      <th>id</th>\n",
       "      <th>importance</th>\n",
       "      <th>name</th>\n",
       "      <th>pname</th>\n",
       "      <th>tel</th>\n",
       "      <th>type</th>\n",
       "      <th>typecode</th>\n",
       "      <th>经</th>\n",
       "      <th>纬</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>113.367196,23.181797</td>\n",
       "      <td>天源路1190号</td>\n",
       "      <td>天河区</td>\n",
       "      <td>广州市</td>\n",
       "      <td>B00140UEO5</td>\n",
       "      <td>[]</td>\n",
       "      <td>华南植物园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>020-85231993;020-85232037</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>113.367196</td>\n",
       "      <td>113.367196</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>114.174956,22.578596</td>\n",
       "      <td>仙湖路160号</td>\n",
       "      <td>罗湖区</td>\n",
       "      <td>深圳市</td>\n",
       "      <td>B02F37T4NJ</td>\n",
       "      <td>[]</td>\n",
       "      <td>深圳仙湖植物园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>0755-25738430;0755-25722184</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>114.174956</td>\n",
       "      <td>114.174956</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>113.52128,22.29402</td>\n",
       "      <td>健民路328号</td>\n",
       "      <td>香洲区</td>\n",
       "      <td>珠海市</td>\n",
       "      <td>B02F4000E1</td>\n",
       "      <td>[]</td>\n",
       "      <td>农科奇观</td>\n",
       "      <td>广东省</td>\n",
       "      <td>0756-8535999;0756-8535888</td>\n",
       "      <td>风景名胜;风景名胜;国家级景点</td>\n",
       "      <td>110202</td>\n",
       "      <td>113.52128</td>\n",
       "      <td>113.52128</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>110.275886,21.168908</td>\n",
       "      <td>湖秀新村1号(近湖光岩)</td>\n",
       "      <td>麻章区</td>\n",
       "      <td>湛江市</td>\n",
       "      <td>B02F701056</td>\n",
       "      <td>[]</td>\n",
       "      <td>南亚热带植物园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>0759-2859145;12301</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>110.275886</td>\n",
       "      <td>110.275886</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>113.620092,22.628194</td>\n",
       "      <td>新港大道</td>\n",
       "      <td>南沙区</td>\n",
       "      <td>广州市</td>\n",
       "      <td>B00140UFWZ</td>\n",
       "      <td>[]</td>\n",
       "      <td>百万葵园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>020-84956360;020-83309917;020-84956863</td>\n",
       "      <td>风景名胜;公园广场;公园</td>\n",
       "      <td>110101</td>\n",
       "      <td>113.620092</td>\n",
       "      <td>113.620092</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>113.900516,22.500264</td>\n",
       "      <td>月亮湾青青路1号</td>\n",
       "      <td>南山区</td>\n",
       "      <td>深圳市</td>\n",
       "      <td>B02F30242B</td>\n",
       "      <td>[]</td>\n",
       "      <td>月亮湾公园-青青世界</td>\n",
       "      <td>广东省</td>\n",
       "      <td>0755-26403988;0755-26646988;0755-26737330</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>113.900516</td>\n",
       "      <td>113.900516</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>113.770048,22.726385</td>\n",
       "      <td>和二一路32号</td>\n",
       "      <td>宝安区</td>\n",
       "      <td>深圳市</td>\n",
       "      <td>B02F37VJA4</td>\n",
       "      <td>[]</td>\n",
       "      <td>海上田园-趣味植物园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>113.770048</td>\n",
       "      <td>113.770048</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>116.756359,23.502012</td>\n",
       "      <td>广益街道官湖开发区</td>\n",
       "      <td>澄海区</td>\n",
       "      <td>汕头市</td>\n",
       "      <td>B02F2008RH</td>\n",
       "      <td>[]</td>\n",
       "      <td>科隆千树园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>0754-85858327;0754-86985976</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.756359</td>\n",
       "      <td>116.756359</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>110.389479,21.251218</td>\n",
       "      <td>体育南路近体育馆</td>\n",
       "      <td>赤坎区</td>\n",
       "      <td>湛江市</td>\n",
       "      <td>B02F70NY85</td>\n",
       "      <td>[]</td>\n",
       "      <td>南国热带花园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>0759-3480019</td>\n",
       "      <td>风景名胜;公园广场;公园</td>\n",
       "      <td>110101</td>\n",
       "      <td>110.389479</td>\n",
       "      <td>110.389479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>110.409452,21.243933</td>\n",
       "      <td>海湾大桥旁</td>\n",
       "      <td>赤坎区</td>\n",
       "      <td>湛江市</td>\n",
       "      <td>B02F701S9V</td>\n",
       "      <td>[]</td>\n",
       "      <td>中澳友谊花园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;公园</td>\n",
       "      <td>110101</td>\n",
       "      <td>110.409452</td>\n",
       "      <td>110.409452</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>113.583777,23.623854</td>\n",
       "      <td>城郊街西和村</td>\n",
       "      <td>从化区</td>\n",
       "      <td>广州市</td>\n",
       "      <td>B00141ICC6</td>\n",
       "      <td>[]</td>\n",
       "      <td>宝趣玫瑰世界</td>\n",
       "      <td>广东省</td>\n",
       "      <td>020-87907777</td>\n",
       "      <td>风景名胜;风景名胜;省级景点</td>\n",
       "      <td>110203</td>\n",
       "      <td>113.583777</td>\n",
       "      <td>113.583777</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>113.199458,22.654432</td>\n",
       "      <td>古镇海洲东岸北路396号</td>\n",
       "      <td>中山市</td>\n",
       "      <td>中山市</td>\n",
       "      <td>B02F80OWVE</td>\n",
       "      <td>[]</td>\n",
       "      <td>南方绿博园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>113.199458</td>\n",
       "      <td>113.199458</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>110.906533,21.455614</td>\n",
       "      <td>325国道旁</td>\n",
       "      <td>电白区</td>\n",
       "      <td>茂名市</td>\n",
       "      <td>B029C026TX</td>\n",
       "      <td>[]</td>\n",
       "      <td>茂名市珍稀植物园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>0668-2699020</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>110.906533</td>\n",
       "      <td>110.906533</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>114.147043,22.563770</td>\n",
       "      <td>东湖公园</td>\n",
       "      <td>罗湖区</td>\n",
       "      <td>深圳市</td>\n",
       "      <td>B02F38I7NS</td>\n",
       "      <td>[]</td>\n",
       "      <td>东湖公园-杜鹃园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;公园</td>\n",
       "      <td>110101</td>\n",
       "      <td>114.147043</td>\n",
       "      <td>114.147043</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>113.480887,22.539581</td>\n",
       "      <td>逸仙路君华新城附近</td>\n",
       "      <td>中山市</td>\n",
       "      <td>中山市</td>\n",
       "      <td>B02F80OXEE</td>\n",
       "      <td>[]</td>\n",
       "      <td>华佗山公园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;公园</td>\n",
       "      <td>110101</td>\n",
       "      <td>113.480887</td>\n",
       "      <td>113.480887</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>110.140605,20.382517</td>\n",
       "      <td>G15沈海高速出口</td>\n",
       "      <td>徐闻县</td>\n",
       "      <td>湛江市</td>\n",
       "      <td>B02F701R7Y</td>\n",
       "      <td>[]</td>\n",
       "      <td>中国科学院华南植物园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>110.140605</td>\n",
       "      <td>110.140605</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>113.819593,24.960177</td>\n",
       "      <td>323国道附近</td>\n",
       "      <td>仁化县</td>\n",
       "      <td>韶关市</td>\n",
       "      <td>B02EF0IAI5</td>\n",
       "      <td>[]</td>\n",
       "      <td>丹霞山灵溪河森林公园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>0751-6977261;0751-6291683</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>113.819593</td>\n",
       "      <td>113.819593</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>113.26085,23.464305</td>\n",
       "      <td>花山镇铁山村</td>\n",
       "      <td>花都区</td>\n",
       "      <td>广州市</td>\n",
       "      <td>B00141K7U7</td>\n",
       "      <td>[]</td>\n",
       "      <td>香草世界</td>\n",
       "      <td>广东省</td>\n",
       "      <td>020-66609112;020-66609118</td>\n",
       "      <td>风景名胜;风景名胜相关;旅游景点</td>\n",
       "      <td>110000</td>\n",
       "      <td>113.26085</td>\n",
       "      <td>113.26085</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>113.036400,22.549087</td>\n",
       "      <td>新会劳动大学附近</td>\n",
       "      <td>新会区</td>\n",
       "      <td>江门市</td>\n",
       "      <td>B02EE01Q23</td>\n",
       "      <td>[]</td>\n",
       "      <td>圭峰山风景名胜区-圭峰植物园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>113.036400</td>\n",
       "      <td>113.036400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>113.256478,23.267326</td>\n",
       "      <td>马岗岭街67号</td>\n",
       "      <td>白云区</td>\n",
       "      <td>广州市</td>\n",
       "      <td>B00141JAZ8</td>\n",
       "      <td>[]</td>\n",
       "      <td>石马桃花公园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>113.256478</td>\n",
       "      <td>113.256478</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>110.273411,21.567004</td>\n",
       "      <td>287省道</td>\n",
       "      <td>廉江市</td>\n",
       "      <td>湛江市</td>\n",
       "      <td>B02F7026HL</td>\n",
       "      <td>[]</td>\n",
       "      <td>廉江植物园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>110.273411</td>\n",
       "      <td>110.273411</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>113.747687,22.967355</td>\n",
       "      <td>绿色路99号</td>\n",
       "      <td>东莞市</td>\n",
       "      <td>东莞市</td>\n",
       "      <td>B0FFFBDUBN</td>\n",
       "      <td>[]</td>\n",
       "      <td>东莞植物园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>0769-22985736;0769-27380708</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>113.747687</td>\n",
       "      <td>113.747687</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>114.007608,22.962757</td>\n",
       "      <td>翠珠路东200米</td>\n",
       "      <td>东莞市</td>\n",
       "      <td>东莞市</td>\n",
       "      <td>B0FFHHHXX6</td>\n",
       "      <td>[]</td>\n",
       "      <td>常平农业科普园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;公园</td>\n",
       "      <td>110101</td>\n",
       "      <td>114.007608</td>\n",
       "      <td>114.007608</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>112.877754,23.188254</td>\n",
       "      <td>南湖路与森林大道交叉口北100米</td>\n",
       "      <td>三水区</td>\n",
       "      <td>佛山市</td>\n",
       "      <td>B02F503M7E</td>\n",
       "      <td>[]</td>\n",
       "      <td>三水森林公园-孔圣园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>0757-87821060;0757-87820806</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>112.877754</td>\n",
       "      <td>112.877754</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>114.150001,22.565604</td>\n",
       "      <td>东湖二路21号</td>\n",
       "      <td>罗湖区</td>\n",
       "      <td>深圳市</td>\n",
       "      <td>B02F38OY0F</td>\n",
       "      <td>[]</td>\n",
       "      <td>东湖公园-观赏花木园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>114.150001</td>\n",
       "      <td>114.150001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>114.147004,22.557208</td>\n",
       "      <td>沿河北路布心路出口附近</td>\n",
       "      <td>罗湖区</td>\n",
       "      <td>深圳市</td>\n",
       "      <td>B02F38OY09</td>\n",
       "      <td>[]</td>\n",
       "      <td>东湖公园-棕榈园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>114.147004</td>\n",
       "      <td>114.147004</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>114.148105,22.563978</td>\n",
       "      <td>东湖二路12号</td>\n",
       "      <td>罗湖区</td>\n",
       "      <td>深圳市</td>\n",
       "      <td>B02F38OY04</td>\n",
       "      <td>[]</td>\n",
       "      <td>东湖公园-树木园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>114.148105</td>\n",
       "      <td>114.148105</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>114.150001,22.565105</td>\n",
       "      <td>东湖二路附近</td>\n",
       "      <td>罗湖区</td>\n",
       "      <td>深圳市</td>\n",
       "      <td>B02F38OXXP</td>\n",
       "      <td>[]</td>\n",
       "      <td>东湖公园-古树区</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>114.150001</td>\n",
       "      <td>114.150001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>113.369492,22.4894</td>\n",
       "      <td>南环路与永安一路交汇处</td>\n",
       "      <td>中山市</td>\n",
       "      <td>中山市</td>\n",
       "      <td>B02F80P8XC</td>\n",
       "      <td>[]</td>\n",
       "      <td>中山市树木园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>0760-89886985</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>113.369492</td>\n",
       "      <td>113.369492</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>113.672178,24.805628</td>\n",
       "      <td>新韶镇东山村</td>\n",
       "      <td>浈江区</td>\n",
       "      <td>韶关市</td>\n",
       "      <td>B0FFF00PVD</td>\n",
       "      <td>[]</td>\n",
       "      <td>韶关樱花公园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;公园</td>\n",
       "      <td>110101</td>\n",
       "      <td>113.672178</td>\n",
       "      <td>113.672178</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>111.881159,21.635098</td>\n",
       "      <td>麻礼沙村山海经花海</td>\n",
       "      <td>江城区</td>\n",
       "      <td>阳江市</td>\n",
       "      <td>B0FFGH195I</td>\n",
       "      <td>[]</td>\n",
       "      <td>山海经农业大观园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>0662-3855388</td>\n",
       "      <td>风景名胜;风景名胜相关;旅游景点</td>\n",
       "      <td>110000</td>\n",
       "      <td>111.881159</td>\n",
       "      <td>111.881159</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>113.489325,22.960797</td>\n",
       "      <td>东环路与长江路交叉口东南100米</td>\n",
       "      <td>番禺区</td>\n",
       "      <td>广州市</td>\n",
       "      <td>B0FFHRW1CG</td>\n",
       "      <td>[]</td>\n",
       "      <td>萌萌多肉植物园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>113.489325</td>\n",
       "      <td>113.489325</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>114.008157,22.540220</td>\n",
       "      <td>侨城东路深南大道8002号深圳国际园林花卉博览园内</td>\n",
       "      <td>福田区</td>\n",
       "      <td>深圳市</td>\n",
       "      <td>B02F38SQZQ</td>\n",
       "      <td>[]</td>\n",
       "      <td>深圳国际园林花卉博览园-滙芳园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜相关;旅游景点</td>\n",
       "      <td>110000</td>\n",
       "      <td>114.008157</td>\n",
       "      <td>114.008157</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166</th>\n",
       "      <td>115.345690,22.864822</td>\n",
       "      <td>242省道西50米</td>\n",
       "      <td>城区</td>\n",
       "      <td>汕尾市</td>\n",
       "      <td>B0FFG7SL6H</td>\n",
       "      <td>[]</td>\n",
       "      <td>鸿园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>115.345690</td>\n",
       "      <td>115.345690</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>167</th>\n",
       "      <td>113.299970,23.134819</td>\n",
       "      <td>环市东路465号西座</td>\n",
       "      <td>越秀区</td>\n",
       "      <td>广州市</td>\n",
       "      <td>B0FFGSJ62C</td>\n",
       "      <td>[]</td>\n",
       "      <td>啊咪要出去玩了</td>\n",
       "      <td>广东省</td>\n",
       "      <td>18819456794</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>113.299970</td>\n",
       "      <td>113.299970</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>113.521401,22.291602</td>\n",
       "      <td>旅游路2428号农科奇观内</td>\n",
       "      <td>香洲区</td>\n",
       "      <td>珠海市</td>\n",
       "      <td>B0FFG2CYJP</td>\n",
       "      <td>[]</td>\n",
       "      <td>农科奇观-蝴蝶兰生产区</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>113.521401</td>\n",
       "      <td>113.521401</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>114.227049,22.635539</td>\n",
       "      <td>横岗安良安兴路64号</td>\n",
       "      <td>龙岗区</td>\n",
       "      <td>深圳市</td>\n",
       "      <td>B0FFGJMI4P</td>\n",
       "      <td>[]</td>\n",
       "      <td>慕兰萃植物养肤馆</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>114.227049</td>\n",
       "      <td>114.227049</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>170</th>\n",
       "      <td>113.359600,23.037920</td>\n",
       "      <td>小谷围街道广东科学中心</td>\n",
       "      <td>番禺区</td>\n",
       "      <td>广州市</td>\n",
       "      <td>B0FFH0CZHP</td>\n",
       "      <td>[]</td>\n",
       "      <td>广东科学中心-岭南佳果园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>113.359600</td>\n",
       "      <td>113.359600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>171</th>\n",
       "      <td>113.385399,22.929552</td>\n",
       "      <td>东兴路306号</td>\n",
       "      <td>番禺区</td>\n",
       "      <td>广州市</td>\n",
       "      <td>B0FFHC9SZN</td>\n",
       "      <td>[]</td>\n",
       "      <td>肉嘟嘟多肉植物园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>15820272570</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>113.385399</td>\n",
       "      <td>113.385399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>172</th>\n",
       "      <td>113.406543,23.035617</td>\n",
       "      <td>大学城中八路西200米</td>\n",
       "      <td>番禺区</td>\n",
       "      <td>广州市</td>\n",
       "      <td>B0FFG0FIGG</td>\n",
       "      <td>[]</td>\n",
       "      <td>岭南印象园-乡居田园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>113.406543</td>\n",
       "      <td>113.406543</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>173</th>\n",
       "      <td>113.264053,23.260056</td>\n",
       "      <td>[]</td>\n",
       "      <td>白云区</td>\n",
       "      <td>广州市</td>\n",
       "      <td>B0FFIJYK5I</td>\n",
       "      <td>[]</td>\n",
       "      <td>石马桃花种植场</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>113.264053</td>\n",
       "      <td>113.264053</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>174</th>\n",
       "      <td>114.028122,24.047526</td>\n",
       "      <td>S347(瑜家农庄旁)</td>\n",
       "      <td>新丰县</td>\n",
       "      <td>韶关市</td>\n",
       "      <td>B0FFH5L8K9</td>\n",
       "      <td>[]</td>\n",
       "      <td>潘家寨原生态农业观光园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>114.028122</td>\n",
       "      <td>114.028122</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175</th>\n",
       "      <td>113.592358,23.627597</td>\n",
       "      <td>城郊街西和村1队</td>\n",
       "      <td>从化区</td>\n",
       "      <td>广州市</td>\n",
       "      <td>B00141OTQ3</td>\n",
       "      <td>[]</td>\n",
       "      <td>天适樱花悠乐园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>020-37941188</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>113.592358</td>\n",
       "      <td>113.592358</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>113.191648,23.386573</td>\n",
       "      <td>中华大街与金华路交叉口东南150米</td>\n",
       "      <td>花都区</td>\n",
       "      <td>广州市</td>\n",
       "      <td>B00141IBJF</td>\n",
       "      <td>[]</td>\n",
       "      <td>资政园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>113.191648</td>\n",
       "      <td>113.191648</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>177</th>\n",
       "      <td>114.078000,22.562707</td>\n",
       "      <td>北环大道1001号</td>\n",
       "      <td>福田区</td>\n",
       "      <td>深圳市</td>\n",
       "      <td>B02F38OY0O</td>\n",
       "      <td>[]</td>\n",
       "      <td>笔架山公园-白千层树林</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>114.078000</td>\n",
       "      <td>114.078000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>178</th>\n",
       "      <td>113.363991,23.181380</td>\n",
       "      <td>天源路1190号华南植物园世界植物景观温室群景区热带雨林植物室</td>\n",
       "      <td>天河区</td>\n",
       "      <td>广州市</td>\n",
       "      <td>B0FFFXETSP</td>\n",
       "      <td>[]</td>\n",
       "      <td>华南植物园-河谷雨林区</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>113.363991</td>\n",
       "      <td>113.363991</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>179</th>\n",
       "      <td>111.026469,21.463283</td>\n",
       "      <td>下里南路东50米</td>\n",
       "      <td>电白区</td>\n",
       "      <td>茂名市</td>\n",
       "      <td>B0FFH3Z593</td>\n",
       "      <td>[]</td>\n",
       "      <td>九珠教学示范园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>111.026469</td>\n",
       "      <td>111.026469</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>110.851024,21.432936</td>\n",
       "      <td>广湛公路南50米</td>\n",
       "      <td>吴川市</td>\n",
       "      <td>湛江市</td>\n",
       "      <td>B02F700SW3</td>\n",
       "      <td>[]</td>\n",
       "      <td>华南农科园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>110.851024</td>\n",
       "      <td>110.851024</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>116.410734,23.348306</td>\n",
       "      <td>谷饶镇华里乡</td>\n",
       "      <td>潮阳区</td>\n",
       "      <td>汕头市</td>\n",
       "      <td>B0FFFABVSG</td>\n",
       "      <td>[]</td>\n",
       "      <td>雅香植物园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.410734</td>\n",
       "      <td>116.410734</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>182</th>\n",
       "      <td>113.484751,22.904370</td>\n",
       "      <td>清流村十七队观龙岛</td>\n",
       "      <td>番禺区</td>\n",
       "      <td>广州市</td>\n",
       "      <td>B0FFHDKCF6</td>\n",
       "      <td>[]</td>\n",
       "      <td>胧月多肉植物园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>113.484751</td>\n",
       "      <td>113.484751</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>183</th>\n",
       "      <td>114.279906,22.638547</td>\n",
       "      <td>东部华侨城</td>\n",
       "      <td>盐田区</td>\n",
       "      <td>深圳市</td>\n",
       "      <td>B0FFFDOJ09</td>\n",
       "      <td>[]</td>\n",
       "      <td>东部华侨城-三洲茶园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>114.279906</td>\n",
       "      <td>114.279906</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>184</th>\n",
       "      <td>114.146000,22.563602</td>\n",
       "      <td>爱国路</td>\n",
       "      <td>罗湖区</td>\n",
       "      <td>深圳市</td>\n",
       "      <td>B02F38OY0G</td>\n",
       "      <td>[]</td>\n",
       "      <td>东湖公园-花圃</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>114.146000</td>\n",
       "      <td>114.146000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>113.366521,23.187930</td>\n",
       "      <td>天源路1190号华南植物园内</td>\n",
       "      <td>天河区</td>\n",
       "      <td>广州市</td>\n",
       "      <td>B00141U8UM</td>\n",
       "      <td>[]</td>\n",
       "      <td>华南植物园-孑遗植物区</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>113.366521</td>\n",
       "      <td>113.366521</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>186</th>\n",
       "      <td>114.001425,23.803479</td>\n",
       "      <td>[]</td>\n",
       "      <td>从化区</td>\n",
       "      <td>广州市</td>\n",
       "      <td>B0FFI7869U</td>\n",
       "      <td>[]</td>\n",
       "      <td>桂峰石斛博览园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>114.001425</td>\n",
       "      <td>114.001425</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>187</th>\n",
       "      <td>113.361881,23.037000</td>\n",
       "      <td>科普路168号</td>\n",
       "      <td>番禺区</td>\n",
       "      <td>广州市</td>\n",
       "      <td>B0FFG1RB78</td>\n",
       "      <td>[]</td>\n",
       "      <td>珍稀濒危植物</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>113.361881</td>\n",
       "      <td>113.361881</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>188</th>\n",
       "      <td>113.520411,22.290238</td>\n",
       "      <td>旅游路2428号农科奇观内</td>\n",
       "      <td>香洲区</td>\n",
       "      <td>珠海市</td>\n",
       "      <td>B0FFF2CMPZ</td>\n",
       "      <td>[]</td>\n",
       "      <td>农科奇观-树状作物园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>113.520411</td>\n",
       "      <td>113.520411</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>189</th>\n",
       "      <td>113.621186,22.629145</td>\n",
       "      <td>万顷沙镇新垦15涌半百万葵园内</td>\n",
       "      <td>南沙区</td>\n",
       "      <td>广州市</td>\n",
       "      <td>B0FFFF6B90</td>\n",
       "      <td>[]</td>\n",
       "      <td>百万葵园-薰衣草伊甸园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>113.621186</td>\n",
       "      <td>113.621186</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>190</th>\n",
       "      <td>113.521023,22.292135</td>\n",
       "      <td>旅游路2428号农科奇观内</td>\n",
       "      <td>香洲区</td>\n",
       "      <td>珠海市</td>\n",
       "      <td>B0FFF2WB6C</td>\n",
       "      <td>[]</td>\n",
       "      <td>农科奇观-沙漠植物园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>113.521023</td>\n",
       "      <td>113.521023</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>113.295619,23.094005</td>\n",
       "      <td>新港西路135号中山大学南校区</td>\n",
       "      <td>海珠区</td>\n",
       "      <td>广州市</td>\n",
       "      <td>B0FFFDBSP6</td>\n",
       "      <td>[]</td>\n",
       "      <td>中山大学广州南校区竹种标本园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>113.295619</td>\n",
       "      <td>113.295619</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>111.777369,22.743343</td>\n",
       "      <td>324国道南50米</td>\n",
       "      <td>罗定市</td>\n",
       "      <td>云浮市</td>\n",
       "      <td>B0FFGAHVMI</td>\n",
       "      <td>[]</td>\n",
       "      <td>罗定市海惠生态农业观光示范园</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>111.777369</td>\n",
       "      <td>111.777369</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>193 rows × 13 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                 location                          address adname cityname  \\\n",
       "0    113.367196,23.181797                         天源路1190号    天河区      广州市   \n",
       "1    114.174956,22.578596                          仙湖路160号    罗湖区      深圳市   \n",
       "2      113.52128,22.29402                          健民路328号    香洲区      珠海市   \n",
       "3    110.275886,21.168908                     湖秀新村1号(近湖光岩)    麻章区      湛江市   \n",
       "4    113.620092,22.628194                             新港大道    南沙区      广州市   \n",
       "5    113.900516,22.500264                         月亮湾青青路1号    南山区      深圳市   \n",
       "6    113.770048,22.726385                          和二一路32号    宝安区      深圳市   \n",
       "7    116.756359,23.502012                        广益街道官湖开发区    澄海区      汕头市   \n",
       "8    110.389479,21.251218                         体育南路近体育馆    赤坎区      湛江市   \n",
       "9    110.409452,21.243933                            海湾大桥旁    赤坎区      湛江市   \n",
       "10   113.583777,23.623854                           城郊街西和村    从化区      广州市   \n",
       "11   113.199458,22.654432                     古镇海洲东岸北路396号    中山市      中山市   \n",
       "12   110.906533,21.455614                           325国道旁    电白区      茂名市   \n",
       "13   114.147043,22.563770                             东湖公园    罗湖区      深圳市   \n",
       "14   113.480887,22.539581                        逸仙路君华新城附近    中山市      中山市   \n",
       "15   110.140605,20.382517                        G15沈海高速出口    徐闻县      湛江市   \n",
       "16   113.819593,24.960177                          323国道附近    仁化县      韶关市   \n",
       "17    113.26085,23.464305                           花山镇铁山村    花都区      广州市   \n",
       "18   113.036400,22.549087                         新会劳动大学附近    新会区      江门市   \n",
       "19   113.256478,23.267326                          马岗岭街67号    白云区      广州市   \n",
       "20   110.273411,21.567004                            287省道    廉江市      湛江市   \n",
       "21   113.747687,22.967355                           绿色路99号    东莞市      东莞市   \n",
       "22   114.007608,22.962757                         翠珠路东200米    东莞市      东莞市   \n",
       "23   112.877754,23.188254                 南湖路与森林大道交叉口北100米    三水区      佛山市   \n",
       "24   114.150001,22.565604                          东湖二路21号    罗湖区      深圳市   \n",
       "25   114.147004,22.557208                      沿河北路布心路出口附近    罗湖区      深圳市   \n",
       "26   114.148105,22.563978                          东湖二路12号    罗湖区      深圳市   \n",
       "27   114.150001,22.565105                           东湖二路附近    罗湖区      深圳市   \n",
       "28     113.369492,22.4894                      南环路与永安一路交汇处    中山市      中山市   \n",
       "29   113.672178,24.805628                           新韶镇东山村    浈江区      韶关市   \n",
       "..                    ...                              ...    ...      ...   \n",
       "163  111.881159,21.635098                        麻礼沙村山海经花海    江城区      阳江市   \n",
       "164  113.489325,22.960797                 东环路与长江路交叉口东南100米    番禺区      广州市   \n",
       "165  114.008157,22.540220        侨城东路深南大道8002号深圳国际园林花卉博览园内    福田区      深圳市   \n",
       "166  115.345690,22.864822                        242省道西50米     城区      汕尾市   \n",
       "167  113.299970,23.134819                       环市东路465号西座    越秀区      广州市   \n",
       "168  113.521401,22.291602                    旅游路2428号农科奇观内    香洲区      珠海市   \n",
       "169  114.227049,22.635539                       横岗安良安兴路64号    龙岗区      深圳市   \n",
       "170  113.359600,23.037920                      小谷围街道广东科学中心    番禺区      广州市   \n",
       "171  113.385399,22.929552                          东兴路306号    番禺区      广州市   \n",
       "172  113.406543,23.035617                      大学城中八路西200米    番禺区      广州市   \n",
       "173  113.264053,23.260056                               []    白云区      广州市   \n",
       "174  114.028122,24.047526                      S347(瑜家农庄旁)    新丰县      韶关市   \n",
       "175  113.592358,23.627597                         城郊街西和村1队    从化区      广州市   \n",
       "176  113.191648,23.386573                中华大街与金华路交叉口东南150米    花都区      广州市   \n",
       "177  114.078000,22.562707                        北环大道1001号    福田区      深圳市   \n",
       "178  113.363991,23.181380  天源路1190号华南植物园世界植物景观温室群景区热带雨林植物室    天河区      广州市   \n",
       "179  111.026469,21.463283                         下里南路东50米    电白区      茂名市   \n",
       "180  110.851024,21.432936                         广湛公路南50米    吴川市      湛江市   \n",
       "181  116.410734,23.348306                           谷饶镇华里乡    潮阳区      汕头市   \n",
       "182  113.484751,22.904370                        清流村十七队观龙岛    番禺区      广州市   \n",
       "183  114.279906,22.638547                            东部华侨城    盐田区      深圳市   \n",
       "184  114.146000,22.563602                              爱国路    罗湖区      深圳市   \n",
       "185  113.366521,23.187930                   天源路1190号华南植物园内    天河区      广州市   \n",
       "186  114.001425,23.803479                               []    从化区      广州市   \n",
       "187  113.361881,23.037000                          科普路168号    番禺区      广州市   \n",
       "188  113.520411,22.290238                    旅游路2428号农科奇观内    香洲区      珠海市   \n",
       "189  113.621186,22.629145                  万顷沙镇新垦15涌半百万葵园内    南沙区      广州市   \n",
       "190  113.521023,22.292135                    旅游路2428号农科奇观内    香洲区      珠海市   \n",
       "191  113.295619,23.094005                  新港西路135号中山大学南校区    海珠区      广州市   \n",
       "192  111.777369,22.743343                        324国道南50米    罗定市      云浮市   \n",
       "\n",
       "             id importance             name pname  \\\n",
       "0    B00140UEO5         []            华南植物园   广东省   \n",
       "1    B02F37T4NJ         []          深圳仙湖植物园   广东省   \n",
       "2    B02F4000E1         []             农科奇观   广东省   \n",
       "3    B02F701056         []          南亚热带植物园   广东省   \n",
       "4    B00140UFWZ         []             百万葵园   广东省   \n",
       "5    B02F30242B         []       月亮湾公园-青青世界   广东省   \n",
       "6    B02F37VJA4         []       海上田园-趣味植物园   广东省   \n",
       "7    B02F2008RH         []            科隆千树园   广东省   \n",
       "8    B02F70NY85         []           南国热带花园   广东省   \n",
       "9    B02F701S9V         []           中澳友谊花园   广东省   \n",
       "10   B00141ICC6         []           宝趣玫瑰世界   广东省   \n",
       "11   B02F80OWVE         []            南方绿博园   广东省   \n",
       "12   B029C026TX         []         茂名市珍稀植物园   广东省   \n",
       "13   B02F38I7NS         []         东湖公园-杜鹃园   广东省   \n",
       "14   B02F80OXEE         []            华佗山公园   广东省   \n",
       "15   B02F701R7Y         []       中国科学院华南植物园   广东省   \n",
       "16   B02EF0IAI5         []       丹霞山灵溪河森林公园   广东省   \n",
       "17   B00141K7U7         []             香草世界   广东省   \n",
       "18   B02EE01Q23         []   圭峰山风景名胜区-圭峰植物园   广东省   \n",
       "19   B00141JAZ8         []           石马桃花公园   广东省   \n",
       "20   B02F7026HL         []            廉江植物园   广东省   \n",
       "21   B0FFFBDUBN         []            东莞植物园   广东省   \n",
       "22   B0FFHHHXX6         []          常平农业科普园   广东省   \n",
       "23   B02F503M7E         []       三水森林公园-孔圣园   广东省   \n",
       "24   B02F38OY0F         []       东湖公园-观赏花木园   广东省   \n",
       "25   B02F38OY09         []         东湖公园-棕榈园   广东省   \n",
       "26   B02F38OY04         []         东湖公园-树木园   广东省   \n",
       "27   B02F38OXXP         []         东湖公园-古树区   广东省   \n",
       "28   B02F80P8XC         []           中山市树木园   广东省   \n",
       "29   B0FFF00PVD         []           韶关樱花公园   广东省   \n",
       "..          ...        ...              ...   ...   \n",
       "163  B0FFGH195I         []         山海经农业大观园   广东省   \n",
       "164  B0FFHRW1CG         []          萌萌多肉植物园   广东省   \n",
       "165  B02F38SQZQ         []  深圳国际园林花卉博览园-滙芳园   广东省   \n",
       "166  B0FFG7SL6H         []               鸿园   广东省   \n",
       "167  B0FFGSJ62C         []          啊咪要出去玩了   广东省   \n",
       "168  B0FFG2CYJP         []      农科奇观-蝴蝶兰生产区   广东省   \n",
       "169  B0FFGJMI4P         []         慕兰萃植物养肤馆   广东省   \n",
       "170  B0FFH0CZHP         []     广东科学中心-岭南佳果园   广东省   \n",
       "171  B0FFHC9SZN         []         肉嘟嘟多肉植物园   广东省   \n",
       "172  B0FFG0FIGG         []       岭南印象园-乡居田园   广东省   \n",
       "173  B0FFIJYK5I         []          石马桃花种植场   广东省   \n",
       "174  B0FFH5L8K9         []      潘家寨原生态农业观光园   广东省   \n",
       "175  B00141OTQ3         []          天适樱花悠乐园   广东省   \n",
       "176  B00141IBJF         []              资政园   广东省   \n",
       "177  B02F38OY0O         []      笔架山公园-白千层树林   广东省   \n",
       "178  B0FFFXETSP         []      华南植物园-河谷雨林区   广东省   \n",
       "179  B0FFH3Z593         []          九珠教学示范园   广东省   \n",
       "180  B02F700SW3         []            华南农科园   广东省   \n",
       "181  B0FFFABVSG         []            雅香植物园   广东省   \n",
       "182  B0FFHDKCF6         []          胧月多肉植物园   广东省   \n",
       "183  B0FFFDOJ09         []       东部华侨城-三洲茶园   广东省   \n",
       "184  B02F38OY0G         []          东湖公园-花圃   广东省   \n",
       "185  B00141U8UM         []      华南植物园-孑遗植物区   广东省   \n",
       "186  B0FFI7869U         []          桂峰石斛博览园   广东省   \n",
       "187  B0FFG1RB78         []           珍稀濒危植物   广东省   \n",
       "188  B0FFF2CMPZ         []       农科奇观-树状作物园   广东省   \n",
       "189  B0FFFF6B90         []      百万葵园-薰衣草伊甸园   广东省   \n",
       "190  B0FFF2WB6C         []       农科奇观-沙漠植物园   广东省   \n",
       "191  B0FFFDBSP6         []   中山大学广州南校区竹种标本园   广东省   \n",
       "192  B0FFGAHVMI         []   罗定市海惠生态农业观光示范园   广东省   \n",
       "\n",
       "                                           tel              type typecode  \\\n",
       "0                    020-85231993;020-85232037     风景名胜;公园广场;植物园   110103   \n",
       "1                  0755-25738430;0755-25722184     风景名胜;公园广场;植物园   110103   \n",
       "2                    0756-8535999;0756-8535888   风景名胜;风景名胜;国家级景点   110202   \n",
       "3                           0759-2859145;12301     风景名胜;公园广场;植物园   110103   \n",
       "4       020-84956360;020-83309917;020-84956863      风景名胜;公园广场;公园   110101   \n",
       "5    0755-26403988;0755-26646988;0755-26737330    风景名胜;风景名胜;风景名胜   110200   \n",
       "6                                           []    风景名胜;风景名胜;风景名胜   110200   \n",
       "7                  0754-85858327;0754-86985976     风景名胜;公园广场;植物园   110103   \n",
       "8                                 0759-3480019      风景名胜;公园广场;公园   110101   \n",
       "9                                           []      风景名胜;公园广场;公园   110101   \n",
       "10                                020-87907777    风景名胜;风景名胜;省级景点   110203   \n",
       "11                                          []    风景名胜;风景名胜;风景名胜   110200   \n",
       "12                                0668-2699020     风景名胜;公园广场;植物园   110103   \n",
       "13                                          []      风景名胜;公园广场;公园   110101   \n",
       "14                                          []      风景名胜;公园广场;公园   110101   \n",
       "15                                          []     风景名胜;公园广场;植物园   110103   \n",
       "16                   0751-6977261;0751-6291683    风景名胜;风景名胜;风景名胜   110200   \n",
       "17                   020-66609112;020-66609118  风景名胜;风景名胜相关;旅游景点   110000   \n",
       "18                                          []     风景名胜;公园广场;植物园   110103   \n",
       "19                                          []     风景名胜;公园广场;植物园   110103   \n",
       "20                                          []     风景名胜;公园广场;植物园   110103   \n",
       "21                 0769-22985736;0769-27380708     风景名胜;公园广场;植物园   110103   \n",
       "22                                          []      风景名胜;公园广场;公园   110101   \n",
       "23                 0757-87821060;0757-87820806    风景名胜;风景名胜;风景名胜   110200   \n",
       "24                                          []     风景名胜;公园广场;植物园   110103   \n",
       "25                                          []     风景名胜;公园广场;植物园   110103   \n",
       "26                                          []     风景名胜;公园广场;植物园   110103   \n",
       "27                                          []     风景名胜;公园广场;植物园   110103   \n",
       "28                               0760-89886985     风景名胜;公园广场;植物园   110103   \n",
       "29                                          []      风景名胜;公园广场;公园   110101   \n",
       "..                                         ...               ...      ...   \n",
       "163                               0662-3855388  风景名胜;风景名胜相关;旅游景点   110000   \n",
       "164                                         []     风景名胜;公园广场;植物园   110103   \n",
       "165                                         []  风景名胜;风景名胜相关;旅游景点   110000   \n",
       "166                                         []     风景名胜;公园广场;植物园   110103   \n",
       "167                                18819456794     风景名胜;公园广场;植物园   110103   \n",
       "168                                         []     风景名胜;公园广场;植物园   110103   \n",
       "169                                         []     风景名胜;公园广场;植物园   110103   \n",
       "170                                         []     风景名胜;公园广场;植物园   110103   \n",
       "171                                15820272570     风景名胜;公园广场;植物园   110103   \n",
       "172                                         []    风景名胜;风景名胜;风景名胜   110200   \n",
       "173                                         []     风景名胜;公园广场;植物园   110103   \n",
       "174                                         []     风景名胜;公园广场;植物园   110103   \n",
       "175                               020-37941188    风景名胜;风景名胜;风景名胜   110200   \n",
       "176                                         []     风景名胜;公园广场;植物园   110103   \n",
       "177                                         []     风景名胜;公园广场;植物园   110103   \n",
       "178                                         []     风景名胜;公园广场;植物园   110103   \n",
       "179                                         []     风景名胜;公园广场;植物园   110103   \n",
       "180                                         []     风景名胜;公园广场;植物园   110103   \n",
       "181                                         []     风景名胜;公园广场;植物园   110103   \n",
       "182                                         []     风景名胜;公园广场;植物园   110103   \n",
       "183                                         []    风景名胜;风景名胜;风景名胜   110200   \n",
       "184                                         []     风景名胜;公园广场;植物园   110103   \n",
       "185                                         []    风景名胜;风景名胜;风景名胜   110200   \n",
       "186                                         []     风景名胜;公园广场;植物园   110103   \n",
       "187                                         []     风景名胜;公园广场;植物园   110103   \n",
       "188                                         []     风景名胜;公园广场;植物园   110103   \n",
       "189                                         []     风景名胜;公园广场;植物园   110103   \n",
       "190                                         []     风景名胜;公园广场;植物园   110103   \n",
       "191                                         []     风景名胜;公园广场;植物园   110103   \n",
       "192                                         []     风景名胜;公园广场;植物园   110103   \n",
       "\n",
       "              经           纬  \n",
       "0    113.367196  113.367196  \n",
       "1    114.174956  114.174956  \n",
       "2     113.52128   113.52128  \n",
       "3    110.275886  110.275886  \n",
       "4    113.620092  113.620092  \n",
       "5    113.900516  113.900516  \n",
       "6    113.770048  113.770048  \n",
       "7    116.756359  116.756359  \n",
       "8    110.389479  110.389479  \n",
       "9    110.409452  110.409452  \n",
       "10   113.583777  113.583777  \n",
       "11   113.199458  113.199458  \n",
       "12   110.906533  110.906533  \n",
       "13   114.147043  114.147043  \n",
       "14   113.480887  113.480887  \n",
       "15   110.140605  110.140605  \n",
       "16   113.819593  113.819593  \n",
       "17    113.26085   113.26085  \n",
       "18   113.036400  113.036400  \n",
       "19   113.256478  113.256478  \n",
       "20   110.273411  110.273411  \n",
       "21   113.747687  113.747687  \n",
       "22   114.007608  114.007608  \n",
       "23   112.877754  112.877754  \n",
       "24   114.150001  114.150001  \n",
       "25   114.147004  114.147004  \n",
       "26   114.148105  114.148105  \n",
       "27   114.150001  114.150001  \n",
       "28   113.369492  113.369492  \n",
       "29   113.672178  113.672178  \n",
       "..          ...         ...  \n",
       "163  111.881159  111.881159  \n",
       "164  113.489325  113.489325  \n",
       "165  114.008157  114.008157  \n",
       "166  115.345690  115.345690  \n",
       "167  113.299970  113.299970  \n",
       "168  113.521401  113.521401  \n",
       "169  114.227049  114.227049  \n",
       "170  113.359600  113.359600  \n",
       "171  113.385399  113.385399  \n",
       "172  113.406543  113.406543  \n",
       "173  113.264053  113.264053  \n",
       "174  114.028122  114.028122  \n",
       "175  113.592358  113.592358  \n",
       "176  113.191648  113.191648  \n",
       "177  114.078000  114.078000  \n",
       "178  113.363991  113.363991  \n",
       "179  111.026469  111.026469  \n",
       "180  110.851024  110.851024  \n",
       "181  116.410734  116.410734  \n",
       "182  113.484751  113.484751  \n",
       "183  114.279906  114.279906  \n",
       "184  114.146000  114.146000  \n",
       "185  113.366521  113.366521  \n",
       "186  114.001425  114.001425  \n",
       "187  113.361881  113.361881  \n",
       "188  113.520411  113.520411  \n",
       "189  113.621186  113.621186  \n",
       "190  113.521023  113.521023  \n",
       "191  113.295619  113.295619  \n",
       "192  111.777369  111.777369  \n",
       "\n",
       "[193 rows x 13 columns]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_植物园_440000"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>location</th>\n",
       "      <th>address</th>\n",
       "      <th>adname</th>\n",
       "      <th>cityname</th>\n",
       "      <th>id</th>\n",
       "      <th>importance</th>\n",
       "      <th>name</th>\n",
       "      <th>pname</th>\n",
       "      <th>tel</th>\n",
       "      <th>type</th>\n",
       "      <th>typecode</th>\n",
       "      <th>经</th>\n",
       "      <th>纬</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>116.209714,40.001403</td>\n",
       "      <td>香山路</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A7783E</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京植物园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>010-62591561;010-82598771</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.209714</td>\n",
       "      <td>116.209714</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>116.352038,39.836168</td>\n",
       "      <td>南四环中路235号</td>\n",
       "      <td>丰台区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A7QDJF</td>\n",
       "      <td>[]</td>\n",
       "      <td>世界花卉大观园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>010-87500840;010-57283578</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.352038</td>\n",
       "      <td>116.352038</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>116.796591,40.181584</td>\n",
       "      <td>杨镇鲜花港南路9号(白马路北侧)</td>\n",
       "      <td>顺义区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A875HX</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京国际鲜花港</td>\n",
       "      <td>北京市</td>\n",
       "      <td>010-61417123;010-61417100;12301</td>\n",
       "      <td>风景名胜;风景名胜相关;旅游景点</td>\n",
       "      <td>110000</td>\n",
       "      <td>116.796591</td>\n",
       "      <td>116.796591</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>116.594001,39.657730</td>\n",
       "      <td>104国道朱庄北口东行200米路北</td>\n",
       "      <td>大兴区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFFFY2TD</td>\n",
       "      <td>[]</td>\n",
       "      <td>呀路古热带植物园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>010-80219731;010-80218180</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.594001</td>\n",
       "      <td>116.594001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>116.544787,39.634275</td>\n",
       "      <td>安采路路南</td>\n",
       "      <td>大兴区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A7UZO8</td>\n",
       "      <td>[]</td>\n",
       "      <td>御林古桑园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>010-80233242;010-80231151</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.544787</td>\n",
       "      <td>116.544787</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>117.22074,40.658877</td>\n",
       "      <td>古北口镇汤河村</td>\n",
       "      <td>密云区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9EU5V</td>\n",
       "      <td>[]</td>\n",
       "      <td>紫海香堤香草艺术庄园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>010-81052525</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>117.22074</td>\n",
       "      <td>117.22074</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>116.20211,40.010501</td>\n",
       "      <td>香山路北京植物园</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A7C5AJ</td>\n",
       "      <td>[]</td>\n",
       "      <td>樱桃沟</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.20211</td>\n",
       "      <td>116.20211</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>116.272583,40.034647</td>\n",
       "      <td>马连洼北路151号</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A84YM4</td>\n",
       "      <td>[]</td>\n",
       "      <td>药用植物园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>010-62899713</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.272583</td>\n",
       "      <td>116.272583</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>116.435340,39.873576</td>\n",
       "      <td>左安门西街11号</td>\n",
       "      <td>东城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A81GJX</td>\n",
       "      <td>[]</td>\n",
       "      <td>龙潭西湖公园-北京教学植物园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.435340</td>\n",
       "      <td>116.435340</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>116.321106,40.007092</td>\n",
       "      <td>清华大学何添楼北侧</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFF59171</td>\n",
       "      <td>[]</td>\n",
       "      <td>清华大学花房</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.321106</td>\n",
       "      <td>116.321106</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>116.338730,39.942539</td>\n",
       "      <td>西直门外大街137号北京动物园</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFFAJQAE</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京动物园-澳洲动物区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;动物园</td>\n",
       "      <td>110102</td>\n",
       "      <td>116.338730</td>\n",
       "      <td>116.338730</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>116.186990,39.985085</td>\n",
       "      <td>买卖街40号香山公园内</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9PIJS</td>\n",
       "      <td>[]</td>\n",
       "      <td>香山公园-红叶林</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.186990</td>\n",
       "      <td>116.186990</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>116.221389,39.901133</td>\n",
       "      <td>鲁谷南路14号</td>\n",
       "      <td>石景山区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A87ECS</td>\n",
       "      <td>[]</td>\n",
       "      <td>鲁谷奥运文化公园-半月科普园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;公园</td>\n",
       "      <td>110101</td>\n",
       "      <td>116.221389</td>\n",
       "      <td>116.221389</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>116.414888,39.955250</td>\n",
       "      <td>安定门外大街34号附近</td>\n",
       "      <td>东城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9PI62</td>\n",
       "      <td>[]</td>\n",
       "      <td>地坛公园-月季园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.414888</td>\n",
       "      <td>116.414888</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>116.205759,40.101827</td>\n",
       "      <td>马坊中路南50米</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFGBC7E8</td>\n",
       "      <td>[]</td>\n",
       "      <td>药食不分植物园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.205759</td>\n",
       "      <td>116.205759</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>116.215687,39.989819</td>\n",
       "      <td>香山南辛村20号</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFG8SEGD</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京植物园南区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.215687</td>\n",
       "      <td>116.215687</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>116.185432,39.878809</td>\n",
       "      <td>首钢厂区内(近石景山路)</td>\n",
       "      <td>丰台区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9PHOA</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京园博园-月季园(河堤路)</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>116.185432</td>\n",
       "      <td>116.185432</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>116.389354,39.894430</td>\n",
       "      <td>樱桃斜街与樱桃胡同交叉口西50米</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFHLUER5</td>\n",
       "      <td>[]</td>\n",
       "      <td>百花园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.389354</td>\n",
       "      <td>116.389354</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>116.400030,39.883205</td>\n",
       "      <td>天桥南大街126号北京自然博物馆内</td>\n",
       "      <td>东城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFFDFDQ6</td>\n",
       "      <td>[]</td>\n",
       "      <td>植物世界</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.400030</td>\n",
       "      <td>116.400030</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>117.203562,40.571464</td>\n",
       "      <td>太师屯镇车道峪村</td>\n",
       "      <td>密云区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9ETJQ</td>\n",
       "      <td>[]</td>\n",
       "      <td>人间花海</td>\n",
       "      <td>北京市</td>\n",
       "      <td>13910138775</td>\n",
       "      <td>风景名胜;公园广场;公园</td>\n",
       "      <td>110101</td>\n",
       "      <td>117.203562</td>\n",
       "      <td>117.203562</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>116.332655,39.833216</td>\n",
       "      <td>[]</td>\n",
       "      <td>丰台区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFHMBY68</td>\n",
       "      <td>[]</td>\n",
       "      <td>多肉王子进口多肉植物园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.332655</td>\n",
       "      <td>116.332655</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>116.300908,39.872536</td>\n",
       "      <td>西局西路</td>\n",
       "      <td>丰台区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFG72MCG</td>\n",
       "      <td>[]</td>\n",
       "      <td>西局玉璞园西区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.300908</td>\n",
       "      <td>116.300908</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>116.155655,39.793282</td>\n",
       "      <td>南宫迎宾路南宫世界地热博览园内</td>\n",
       "      <td>丰台区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFIK1NSA</td>\n",
       "      <td>[]</td>\n",
       "      <td>南宫旅游景区-五洲植物乐园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.155655</td>\n",
       "      <td>116.155655</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>116.434529,39.875301</td>\n",
       "      <td>左安门西街</td>\n",
       "      <td>东城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFH83GMJ</td>\n",
       "      <td>[]</td>\n",
       "      <td>龙潭西湖公园-盆景园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.434529</td>\n",
       "      <td>116.434529</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>116.155643,39.793362</td>\n",
       "      <td>王佐镇南宫南路1号世界地热博览园内</td>\n",
       "      <td>丰台区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFGM17YR</td>\n",
       "      <td>[]</td>\n",
       "      <td>南宫旅游景区-南宫热带植物园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.155643</td>\n",
       "      <td>116.155643</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>116.170585,39.883845</td>\n",
       "      <td>射击场路15号北京园博园</td>\n",
       "      <td>丰台区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFG18BXM</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京园博园-牡丹园(河堤路)</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>116.170585</td>\n",
       "      <td>116.170585</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>116.199265,39.872744</td>\n",
       "      <td>射击场路15号北京园博园</td>\n",
       "      <td>丰台区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9PHSC</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京园博园-小径花园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>116.199265</td>\n",
       "      <td>116.199265</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>116.195184,39.875347</td>\n",
       "      <td>射击场路15号北京园博园</td>\n",
       "      <td>丰台区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9PHPE</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京园博园-锦绣谷</td>\n",
       "      <td>北京市</td>\n",
       "      <td>010-63915561</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>116.195184</td>\n",
       "      <td>116.195184</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>116.198562,39.875272</td>\n",
       "      <td>射击场路15号北京园博园</td>\n",
       "      <td>丰台区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9PHOX</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京园博园-凹陷花园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>116.198562</td>\n",
       "      <td>116.198562</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>116.177249,39.880743</td>\n",
       "      <td>射击场路15号北京园博园</td>\n",
       "      <td>丰台区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9PHO1</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京园博园-紫薇园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>116.177249</td>\n",
       "      <td>116.177249</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>116.213170,39.995350</td>\n",
       "      <td>卧佛寺路北京植物园</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFFR8PJG</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京植物园-现代月季区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>116.213170</td>\n",
       "      <td>116.213170</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>116.202897,40.009364</td>\n",
       "      <td>香山卧佛寺路北京植物园内</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000AA15O7</td>\n",
       "      <td>[]</td>\n",
       "      <td>樱桃沟-水杉林</td>\n",
       "      <td>北京市</td>\n",
       "      <td>010-62591561</td>\n",
       "      <td>风景名胜;公园广场;公园</td>\n",
       "      <td>110101</td>\n",
       "      <td>116.202897</td>\n",
       "      <td>116.202897</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>116.212897,39.998571</td>\n",
       "      <td>卧佛寺路正白旗村39号曹雪芹纪念馆</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9YYR3</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京植物园-草药园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.212897</td>\n",
       "      <td>116.212897</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>117.203562,40.571464</td>\n",
       "      <td>太师屯镇车道峪村</td>\n",
       "      <td>密云区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9ETJQ</td>\n",
       "      <td>[]</td>\n",
       "      <td>人间花海</td>\n",
       "      <td>北京市</td>\n",
       "      <td>13910138775</td>\n",
       "      <td>风景名胜;公园广场;公园</td>\n",
       "      <td>110101</td>\n",
       "      <td>117.203562</td>\n",
       "      <td>117.203562</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>116.332655,39.833216</td>\n",
       "      <td>[]</td>\n",
       "      <td>丰台区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFHMBY68</td>\n",
       "      <td>[]</td>\n",
       "      <td>多肉王子进口多肉植物园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.332655</td>\n",
       "      <td>116.332655</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>116.300908,39.872536</td>\n",
       "      <td>西局西路</td>\n",
       "      <td>丰台区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFG72MCG</td>\n",
       "      <td>[]</td>\n",
       "      <td>西局玉璞园西区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.300908</td>\n",
       "      <td>116.300908</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>116.155655,39.793282</td>\n",
       "      <td>南宫迎宾路南宫世界地热博览园内</td>\n",
       "      <td>丰台区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFIK1NSA</td>\n",
       "      <td>[]</td>\n",
       "      <td>南宫旅游景区-五洲植物乐园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.155655</td>\n",
       "      <td>116.155655</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>116.200034,40.012453</td>\n",
       "      <td>香山路北京植物园</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9JSTV</td>\n",
       "      <td>[]</td>\n",
       "      <td>一二·九运动纪念亭</td>\n",
       "      <td>北京市</td>\n",
       "      <td>010-62591283</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.200034</td>\n",
       "      <td>116.200034</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>116.434529,39.875301</td>\n",
       "      <td>左安门西街</td>\n",
       "      <td>东城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFH83GMJ</td>\n",
       "      <td>[]</td>\n",
       "      <td>龙潭西湖公园-盆景园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.434529</td>\n",
       "      <td>116.434529</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>116.155643,39.793362</td>\n",
       "      <td>王佐镇南宫南路1号世界地热博览园内</td>\n",
       "      <td>丰台区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFGM17YR</td>\n",
       "      <td>[]</td>\n",
       "      <td>南宫旅游景区-南宫热带植物园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.155643</td>\n",
       "      <td>116.155643</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>116.170585,39.883845</td>\n",
       "      <td>射击场路15号北京园博园</td>\n",
       "      <td>丰台区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFG18BXM</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京园博园-牡丹园(河堤路)</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>116.170585</td>\n",
       "      <td>116.170585</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>116.199265,39.872744</td>\n",
       "      <td>射击场路15号北京园博园</td>\n",
       "      <td>丰台区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9PHSC</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京园博园-小径花园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>116.199265</td>\n",
       "      <td>116.199265</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>116.195184,39.875347</td>\n",
       "      <td>射击场路15号北京园博园</td>\n",
       "      <td>丰台区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9PHPE</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京园博园-锦绣谷</td>\n",
       "      <td>北京市</td>\n",
       "      <td>010-63915561</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>116.195184</td>\n",
       "      <td>116.195184</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>116.198562,39.875272</td>\n",
       "      <td>射击场路15号北京园博园</td>\n",
       "      <td>丰台区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9PHOX</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京园博园-凹陷花园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>116.198562</td>\n",
       "      <td>116.198562</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>116.177249,39.880743</td>\n",
       "      <td>射击场路15号北京园博园</td>\n",
       "      <td>丰台区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9PHO1</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京园博园-紫薇园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>116.177249</td>\n",
       "      <td>116.177249</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>116.198684,39.873570</td>\n",
       "      <td>射击场路15号北京园博园</td>\n",
       "      <td>丰台区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9PHNB</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京园博园-声波</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>116.198684</td>\n",
       "      <td>116.198684</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>116.199515,39.874075</td>\n",
       "      <td>射击场路15号北京园博园</td>\n",
       "      <td>丰台区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9PHMR</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京园博园-彼得拉茨花园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>116.199515</td>\n",
       "      <td>116.199515</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>116.047669,40.035816</td>\n",
       "      <td>妙峰山镇樱桃沟村村南200米</td>\n",
       "      <td>门头沟区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A8506P</td>\n",
       "      <td>[]</td>\n",
       "      <td>樱桃植物园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>010-61883114</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.047669</td>\n",
       "      <td>116.047669</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>116.378475,39.874461</td>\n",
       "      <td>太平街19号陶然亭公园</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9LFJ2</td>\n",
       "      <td>[]</td>\n",
       "      <td>月季园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.378475</td>\n",
       "      <td>116.378475</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>116.416994,39.954497</td>\n",
       "      <td>安定门外大街2号地坛公园内</td>\n",
       "      <td>东城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9PI2V</td>\n",
       "      <td>[]</td>\n",
       "      <td>地坛公园-牡丹园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.416994</td>\n",
       "      <td>116.416994</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>116.426000,39.874199</td>\n",
       "      <td>龙潭路甲1号</td>\n",
       "      <td>东城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9PHXW</td>\n",
       "      <td>[]</td>\n",
       "      <td>龙潭西湖公园-松树林</td>\n",
       "      <td>北京市</td>\n",
       "      <td>010-67118324</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.426000</td>\n",
       "      <td>116.426000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>116.576378,39.943128</td>\n",
       "      <td>平房乡东五环路东</td>\n",
       "      <td>朝阳区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A887FN</td>\n",
       "      <td>[]</td>\n",
       "      <td>京城槐园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.576378</td>\n",
       "      <td>116.576378</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>116.058027,39.605651</td>\n",
       "      <td>琉璃河镇琉璃河环岛西北侧</td>\n",
       "      <td>房山区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A80SAK</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京琉璃河天香牡丹园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>15910810339;13911190315</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.058027</td>\n",
       "      <td>116.058027</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>116.206240,40.001815</td>\n",
       "      <td>卧佛寺路北京植物园</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000AA15SH</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京植物园-寻芳谷</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.206240</td>\n",
       "      <td>116.206240</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>116.209656,40.000137</td>\n",
       "      <td>卧佛寺路北京植物园</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9LF4W</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京植物园-桃花园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.209656</td>\n",
       "      <td>116.209656</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>116.207360,40.006126</td>\n",
       "      <td>卧佛寺路南辛村22号北京植物园内</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9LEZ4</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京植物园-宿根花卉园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.207360</td>\n",
       "      <td>116.207360</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>116.206279,40.003149</td>\n",
       "      <td>卧佛寺路南辛村20号北京植物园内</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9JV0D</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京植物园-海棠栒子园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.206279</td>\n",
       "      <td>116.206279</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>116.211290,40.003960</td>\n",
       "      <td>香山路与香山南路交叉口处</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9JS74</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京植物园-槭树蔷薇区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园|风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110103|110200</td>\n",
       "      <td>116.211290</td>\n",
       "      <td>116.211290</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>117.292465,40.189574</td>\n",
       "      <td>金海湖西侧</td>\n",
       "      <td>平谷区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A7ZVX4</td>\n",
       "      <td>[]</td>\n",
       "      <td>育新苑宾馆植物园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;公园</td>\n",
       "      <td>110101</td>\n",
       "      <td>117.292465</td>\n",
       "      <td>117.292465</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>116.335127,39.916223</td>\n",
       "      <td>三里河路49号附近</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000AA0JIK</td>\n",
       "      <td>[]</td>\n",
       "      <td>新优植物示范园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;植物园</td>\n",
       "      <td>110103</td>\n",
       "      <td>116.335127</td>\n",
       "      <td>116.335127</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>78 rows × 13 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                location            address adname cityname          id  \\\n",
       "0   116.209714,40.001403                香山路    海淀区      北京市  B000A7783E   \n",
       "1   116.352038,39.836168          南四环中路235号    丰台区      北京市  B000A7QDJF   \n",
       "2   116.796591,40.181584   杨镇鲜花港南路9号(白马路北侧)    顺义区      北京市  B000A875HX   \n",
       "3   116.594001,39.657730  104国道朱庄北口东行200米路北    大兴区      北京市  B0FFFFY2TD   \n",
       "4   116.544787,39.634275              安采路路南    大兴区      北京市  B000A7UZO8   \n",
       "5    117.22074,40.658877            古北口镇汤河村    密云区      北京市  B000A9EU5V   \n",
       "6    116.20211,40.010501           香山路北京植物园    海淀区      北京市  B000A7C5AJ   \n",
       "7   116.272583,40.034647          马连洼北路151号    海淀区      北京市  B000A84YM4   \n",
       "8   116.435340,39.873576           左安门西街11号    东城区      北京市  B000A81GJX   \n",
       "9   116.321106,40.007092          清华大学何添楼北侧    海淀区      北京市  B0FFF59171   \n",
       "10  116.338730,39.942539    西直门外大街137号北京动物园    海淀区      北京市  B0FFFAJQAE   \n",
       "11  116.186990,39.985085        买卖街40号香山公园内    海淀区      北京市  B000A9PIJS   \n",
       "12  116.221389,39.901133            鲁谷南路14号   石景山区      北京市  B000A87ECS   \n",
       "13  116.414888,39.955250        安定门外大街34号附近    东城区      北京市  B000A9PI62   \n",
       "14  116.205759,40.101827           马坊中路南50米    海淀区      北京市  B0FFGBC7E8   \n",
       "15  116.215687,39.989819           香山南辛村20号    海淀区      北京市  B0FFG8SEGD   \n",
       "16  116.185432,39.878809       首钢厂区内(近石景山路)    丰台区      北京市  B000A9PHOA   \n",
       "17  116.389354,39.894430   樱桃斜街与樱桃胡同交叉口西50米    西城区      北京市  B0FFHLUER5   \n",
       "18  116.400030,39.883205  天桥南大街126号北京自然博物馆内    东城区      北京市  B0FFFDFDQ6   \n",
       "19  117.203562,40.571464           太师屯镇车道峪村    密云区      北京市  B000A9ETJQ   \n",
       "20  116.332655,39.833216                 []    丰台区      北京市  B0FFHMBY68   \n",
       "21  116.300908,39.872536               西局西路    丰台区      北京市  B0FFG72MCG   \n",
       "22  116.155655,39.793282    南宫迎宾路南宫世界地热博览园内    丰台区      北京市  B0FFIK1NSA   \n",
       "23  116.434529,39.875301              左安门西街    东城区      北京市  B0FFH83GMJ   \n",
       "24  116.155643,39.793362  王佐镇南宫南路1号世界地热博览园内    丰台区      北京市  B0FFGM17YR   \n",
       "25  116.170585,39.883845       射击场路15号北京园博园    丰台区      北京市  B0FFG18BXM   \n",
       "26  116.199265,39.872744       射击场路15号北京园博园    丰台区      北京市  B000A9PHSC   \n",
       "27  116.195184,39.875347       射击场路15号北京园博园    丰台区      北京市  B000A9PHPE   \n",
       "28  116.198562,39.875272       射击场路15号北京园博园    丰台区      北京市  B000A9PHOX   \n",
       "29  116.177249,39.880743       射击场路15号北京园博园    丰台区      北京市  B000A9PHO1   \n",
       "..                   ...                ...    ...      ...         ...   \n",
       "48  116.213170,39.995350          卧佛寺路北京植物园    海淀区      北京市  B0FFFR8PJG   \n",
       "49  116.202897,40.009364       香山卧佛寺路北京植物园内    海淀区      北京市  B000AA15O7   \n",
       "50  116.212897,39.998571  卧佛寺路正白旗村39号曹雪芹纪念馆    海淀区      北京市  B000A9YYR3   \n",
       "51  117.203562,40.571464           太师屯镇车道峪村    密云区      北京市  B000A9ETJQ   \n",
       "52  116.332655,39.833216                 []    丰台区      北京市  B0FFHMBY68   \n",
       "53  116.300908,39.872536               西局西路    丰台区      北京市  B0FFG72MCG   \n",
       "54  116.155655,39.793282    南宫迎宾路南宫世界地热博览园内    丰台区      北京市  B0FFIK1NSA   \n",
       "55  116.200034,40.012453           香山路北京植物园    海淀区      北京市  B000A9JSTV   \n",
       "56  116.434529,39.875301              左安门西街    东城区      北京市  B0FFH83GMJ   \n",
       "57  116.155643,39.793362  王佐镇南宫南路1号世界地热博览园内    丰台区      北京市  B0FFGM17YR   \n",
       "58  116.170585,39.883845       射击场路15号北京园博园    丰台区      北京市  B0FFG18BXM   \n",
       "59  116.199265,39.872744       射击场路15号北京园博园    丰台区      北京市  B000A9PHSC   \n",
       "60  116.195184,39.875347       射击场路15号北京园博园    丰台区      北京市  B000A9PHPE   \n",
       "61  116.198562,39.875272       射击场路15号北京园博园    丰台区      北京市  B000A9PHOX   \n",
       "62  116.177249,39.880743       射击场路15号北京园博园    丰台区      北京市  B000A9PHO1   \n",
       "63  116.198684,39.873570       射击场路15号北京园博园    丰台区      北京市  B000A9PHNB   \n",
       "64  116.199515,39.874075       射击场路15号北京园博园    丰台区      北京市  B000A9PHMR   \n",
       "65  116.047669,40.035816     妙峰山镇樱桃沟村村南200米   门头沟区      北京市  B000A8506P   \n",
       "66  116.378475,39.874461        太平街19号陶然亭公园    西城区      北京市  B000A9LFJ2   \n",
       "67  116.416994,39.954497      安定门外大街2号地坛公园内    东城区      北京市  B000A9PI2V   \n",
       "68  116.426000,39.874199             龙潭路甲1号    东城区      北京市  B000A9PHXW   \n",
       "69  116.576378,39.943128           平房乡东五环路东    朝阳区      北京市  B000A887FN   \n",
       "70  116.058027,39.605651       琉璃河镇琉璃河环岛西北侧    房山区      北京市  B000A80SAK   \n",
       "71  116.206240,40.001815          卧佛寺路北京植物园    海淀区      北京市  B000AA15SH   \n",
       "72  116.209656,40.000137          卧佛寺路北京植物园    海淀区      北京市  B000A9LF4W   \n",
       "73  116.207360,40.006126   卧佛寺路南辛村22号北京植物园内    海淀区      北京市  B000A9LEZ4   \n",
       "74  116.206279,40.003149   卧佛寺路南辛村20号北京植物园内    海淀区      北京市  B000A9JV0D   \n",
       "75  116.211290,40.003960       香山路与香山南路交叉口处    海淀区      北京市  B000A9JS74   \n",
       "76  117.292465,40.189574              金海湖西侧    平谷区      北京市  B000A7ZVX4   \n",
       "77  116.335127,39.916223          三里河路49号附近    西城区      北京市  B000AA0JIK   \n",
       "\n",
       "   importance            name pname                              tel  \\\n",
       "0          []           北京植物园   北京市        010-62591561;010-82598771   \n",
       "1          []         世界花卉大观园   北京市        010-87500840;010-57283578   \n",
       "2          []         北京国际鲜花港   北京市  010-61417123;010-61417100;12301   \n",
       "3          []        呀路古热带植物园   北京市        010-80219731;010-80218180   \n",
       "4          []           御林古桑园   北京市        010-80233242;010-80231151   \n",
       "5          []      紫海香堤香草艺术庄园   北京市                     010-81052525   \n",
       "6          []             樱桃沟   北京市                               []   \n",
       "7          []           药用植物园   北京市                     010-62899713   \n",
       "8          []  龙潭西湖公园-北京教学植物园   北京市                               []   \n",
       "9          []          清华大学花房   北京市                               []   \n",
       "10         []     北京动物园-澳洲动物区   北京市                               []   \n",
       "11         []        香山公园-红叶林   北京市                               []   \n",
       "12         []  鲁谷奥运文化公园-半月科普园   北京市                               []   \n",
       "13         []        地坛公园-月季园   北京市                               []   \n",
       "14         []         药食不分植物园   北京市                               []   \n",
       "15         []         北京植物园南区   北京市                               []   \n",
       "16         []  北京园博园-月季园(河堤路)   北京市                               []   \n",
       "17         []             百花园   北京市                               []   \n",
       "18         []            植物世界   北京市                               []   \n",
       "19         []            人间花海   北京市                      13910138775   \n",
       "20         []     多肉王子进口多肉植物园   北京市                               []   \n",
       "21         []         西局玉璞园西区   北京市                               []   \n",
       "22         []   南宫旅游景区-五洲植物乐园   北京市                               []   \n",
       "23         []      龙潭西湖公园-盆景园   北京市                               []   \n",
       "24         []  南宫旅游景区-南宫热带植物园   北京市                               []   \n",
       "25         []  北京园博园-牡丹园(河堤路)   北京市                               []   \n",
       "26         []      北京园博园-小径花园   北京市                               []   \n",
       "27         []       北京园博园-锦绣谷   北京市                     010-63915561   \n",
       "28         []      北京园博园-凹陷花园   北京市                               []   \n",
       "29         []       北京园博园-紫薇园   北京市                               []   \n",
       "..        ...             ...   ...                              ...   \n",
       "48         []     北京植物园-现代月季区   北京市                               []   \n",
       "49         []         樱桃沟-水杉林   北京市                     010-62591561   \n",
       "50         []       北京植物园-草药园   北京市                               []   \n",
       "51         []            人间花海   北京市                      13910138775   \n",
       "52         []     多肉王子进口多肉植物园   北京市                               []   \n",
       "53         []         西局玉璞园西区   北京市                               []   \n",
       "54         []   南宫旅游景区-五洲植物乐园   北京市                               []   \n",
       "55         []       一二·九运动纪念亭   北京市                     010-62591283   \n",
       "56         []      龙潭西湖公园-盆景园   北京市                               []   \n",
       "57         []  南宫旅游景区-南宫热带植物园   北京市                               []   \n",
       "58         []  北京园博园-牡丹园(河堤路)   北京市                               []   \n",
       "59         []      北京园博园-小径花园   北京市                               []   \n",
       "60         []       北京园博园-锦绣谷   北京市                     010-63915561   \n",
       "61         []      北京园博园-凹陷花园   北京市                               []   \n",
       "62         []       北京园博园-紫薇园   北京市                               []   \n",
       "63         []        北京园博园-声波   北京市                               []   \n",
       "64         []    北京园博园-彼得拉茨花园   北京市                               []   \n",
       "65         []           樱桃植物园   北京市                     010-61883114   \n",
       "66         []             月季园   北京市                               []   \n",
       "67         []        地坛公园-牡丹园   北京市                               []   \n",
       "68         []      龙潭西湖公园-松树林   北京市                     010-67118324   \n",
       "69         []            京城槐园   北京市                               []   \n",
       "70         []      北京琉璃河天香牡丹园   北京市          15910810339;13911190315   \n",
       "71         []       北京植物园-寻芳谷   北京市                               []   \n",
       "72         []       北京植物园-桃花园   北京市                               []   \n",
       "73         []     北京植物园-宿根花卉园   北京市                               []   \n",
       "74         []     北京植物园-海棠栒子园   北京市                               []   \n",
       "75         []     北京植物园-槭树蔷薇区   北京市                               []   \n",
       "76         []        育新苑宾馆植物园   北京市                               []   \n",
       "77         []         新优植物示范园   北京市                               []   \n",
       "\n",
       "                            type       typecode           经           纬  \n",
       "0                  风景名胜;公园广场;植物园         110103  116.209714  116.209714  \n",
       "1                  风景名胜;公园广场;植物园         110103  116.352038  116.352038  \n",
       "2               风景名胜;风景名胜相关;旅游景点         110000  116.796591  116.796591  \n",
       "3                  风景名胜;公园广场;植物园         110103  116.594001  116.594001  \n",
       "4                  风景名胜;公园广场;植物园         110103  116.544787  116.544787  \n",
       "5                 风景名胜;风景名胜;风景名胜         110200   117.22074   117.22074  \n",
       "6                  风景名胜;公园广场;植物园         110103   116.20211   116.20211  \n",
       "7                  风景名胜;公园广场;植物园         110103  116.272583  116.272583  \n",
       "8                  风景名胜;公园广场;植物园         110103  116.435340  116.435340  \n",
       "9                  风景名胜;公园广场;植物园         110103  116.321106  116.321106  \n",
       "10                 风景名胜;公园广场;动物园         110102  116.338730  116.338730  \n",
       "11                 风景名胜;公园广场;植物园         110103  116.186990  116.186990  \n",
       "12                  风景名胜;公园广场;公园         110101  116.221389  116.221389  \n",
       "13                 风景名胜;公园广场;植物园         110103  116.414888  116.414888  \n",
       "14                 风景名胜;公园广场;植物园         110103  116.205759  116.205759  \n",
       "15                 风景名胜;公园广场;植物园         110103  116.215687  116.215687  \n",
       "16                风景名胜;风景名胜;风景名胜         110200  116.185432  116.185432  \n",
       "17                 风景名胜;公园广场;植物园         110103  116.389354  116.389354  \n",
       "18                 风景名胜;公园广场;植物园         110103  116.400030  116.400030  \n",
       "19                  风景名胜;公园广场;公园         110101  117.203562  117.203562  \n",
       "20                 风景名胜;公园广场;植物园         110103  116.332655  116.332655  \n",
       "21                 风景名胜;公园广场;植物园         110103  116.300908  116.300908  \n",
       "22                 风景名胜;公园广场;植物园         110103  116.155655  116.155655  \n",
       "23                 风景名胜;公园广场;植物园         110103  116.434529  116.434529  \n",
       "24                 风景名胜;公园广场;植物园         110103  116.155643  116.155643  \n",
       "25                风景名胜;风景名胜;风景名胜         110200  116.170585  116.170585  \n",
       "26                风景名胜;风景名胜;风景名胜         110200  116.199265  116.199265  \n",
       "27                风景名胜;风景名胜;风景名胜         110200  116.195184  116.195184  \n",
       "28                风景名胜;风景名胜;风景名胜         110200  116.198562  116.198562  \n",
       "29                风景名胜;风景名胜;风景名胜         110200  116.177249  116.177249  \n",
       "..                           ...            ...         ...         ...  \n",
       "48                风景名胜;风景名胜;风景名胜         110200  116.213170  116.213170  \n",
       "49                  风景名胜;公园广场;公园         110101  116.202897  116.202897  \n",
       "50                 风景名胜;公园广场;植物园         110103  116.212897  116.212897  \n",
       "51                  风景名胜;公园广场;公园         110101  117.203562  117.203562  \n",
       "52                 风景名胜;公园广场;植物园         110103  116.332655  116.332655  \n",
       "53                 风景名胜;公园广场;植物园         110103  116.300908  116.300908  \n",
       "54                 风景名胜;公园广场;植物园         110103  116.155655  116.155655  \n",
       "55                 风景名胜;公园广场;植物园         110103  116.200034  116.200034  \n",
       "56                 风景名胜;公园广场;植物园         110103  116.434529  116.434529  \n",
       "57                 风景名胜;公园广场;植物园         110103  116.155643  116.155643  \n",
       "58                风景名胜;风景名胜;风景名胜         110200  116.170585  116.170585  \n",
       "59                风景名胜;风景名胜;风景名胜         110200  116.199265  116.199265  \n",
       "60                风景名胜;风景名胜;风景名胜         110200  116.195184  116.195184  \n",
       "61                风景名胜;风景名胜;风景名胜         110200  116.198562  116.198562  \n",
       "62                风景名胜;风景名胜;风景名胜         110200  116.177249  116.177249  \n",
       "63                风景名胜;风景名胜;风景名胜         110200  116.198684  116.198684  \n",
       "64                风景名胜;风景名胜;风景名胜         110200  116.199515  116.199515  \n",
       "65                 风景名胜;公园广场;植物园         110103  116.047669  116.047669  \n",
       "66                 风景名胜;公园广场;植物园         110103  116.378475  116.378475  \n",
       "67                 风景名胜;公园广场;植物园         110103  116.416994  116.416994  \n",
       "68                 风景名胜;公园广场;植物园         110103  116.426000  116.426000  \n",
       "69                 风景名胜;公园广场;植物园         110103  116.576378  116.576378  \n",
       "70                 风景名胜;公园广场;植物园         110103  116.058027  116.058027  \n",
       "71                 风景名胜;公园广场;植物园         110103  116.206240  116.206240  \n",
       "72                 风景名胜;公园广场;植物园         110103  116.209656  116.209656  \n",
       "73                 风景名胜;公园广场;植物园         110103  116.207360  116.207360  \n",
       "74                 风景名胜;公园广场;植物园         110103  116.206279  116.206279  \n",
       "75  风景名胜;公园广场;植物园|风景名胜;风景名胜;风景名胜  110103|110200  116.211290  116.211290  \n",
       "76                  风景名胜;公园广场;公园         110101  117.292465  117.292465  \n",
       "77                 风景名胜;公园广场;植物园         110103  116.335127  116.335127  \n",
       "\n",
       "[78 rows x 13 columns]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_植物园_110000 "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>location</th>\n",
       "      <th>address</th>\n",
       "      <th>adname</th>\n",
       "      <th>cityname</th>\n",
       "      <th>id</th>\n",
       "      <th>importance</th>\n",
       "      <th>name</th>\n",
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       "      <th>tel</th>\n",
       "      <th>type</th>\n",
       "      <th>typecode</th>\n",
       "      <th>经</th>\n",
       "      <th>纬</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
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       "      <th>0</th>\n",
       "      <td>116.336551,39.942131</td>\n",
       "      <td>西直门外大街137号</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A87IUX</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京动物园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>010-68314411;010-68390274;12301</td>\n",
       "      <td>风景名胜;公园广场;动物园</td>\n",
       "      <td>110102</td>\n",
       "      <td>116.336551</td>\n",
       "      <td>116.336551</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>116.338812,39.938249</td>\n",
       "      <td>4号线/大兴线</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>BV10006771</td>\n",
       "      <td>[]</td>\n",
       "      <td>动物园(地铁站)</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>交通设施服务;地铁站;地铁站</td>\n",
       "      <td>150500</td>\n",
       "      <td>116.338812</td>\n",
       "      <td>116.338812</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>116.335884,39.937965</td>\n",
       "      <td>27路;27路区间;87路;105路;107路;111路;332路;347路;360路;36...</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>BV10006770</td>\n",
       "      <td>[]</td>\n",
       "      <td>动物园(公交站)</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>交通设施服务;公交车站;公交车站相关</td>\n",
       "      <td>150700</td>\n",
       "      <td>116.335884</td>\n",
       "      <td>116.335884</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>116.339837,39.947451</td>\n",
       "      <td>西直门外大街137号北京动物园</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A8358T</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京动物园(北门)</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>通行设施;临街院门;临街院门</td>\n",
       "      <td>991400</td>\n",
       "      <td>116.339837</td>\n",
       "      <td>116.339837</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>116.339892,39.941344</td>\n",
       "      <td>西城区</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFHOSWUM</td>\n",
       "      <td>[]</td>\n",
       "      <td>动物园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>地名地址信息;热点地名;热点地名</td>\n",
       "      <td>190700</td>\n",
       "      <td>116.339892</td>\n",
       "      <td>116.339892</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>116.339559,39.938905</td>\n",
       "      <td>西直门外大街137号北京动物园</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A834GY</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京动物园(南1门)</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>通行设施;临街院门;临街院正门</td>\n",
       "      <td>991401</td>\n",
       "      <td>116.339559</td>\n",
       "      <td>116.339559</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>116.330572,39.943419</td>\n",
       "      <td>五塔寺路</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A81K15</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京动物园(西北1门)</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>通行设施;临街院门;临街院门</td>\n",
       "      <td>991400</td>\n",
       "      <td>116.330572</td>\n",
       "      <td>116.330572</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>116.335187,39.944856</td>\n",
       "      <td>西直门外大街137号北京动物园</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A81FAS</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京动物园(西北3门)</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>通行设施;临街院门;临街院门</td>\n",
       "      <td>991400</td>\n",
       "      <td>116.335187</td>\n",
       "      <td>116.335187</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>116.328324,39.942265</td>\n",
       "      <td>西直门外大街137号北京动物园内</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A18548</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京动物园(西北门)</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>通行设施;临街院门;临街院门</td>\n",
       "      <td>991400</td>\n",
       "      <td>116.328324</td>\n",
       "      <td>116.328324</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>116.333278,39.944097</td>\n",
       "      <td>五塔寺路22号</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A81FAR</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京动物园(西北2门)</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>通行设施;临街院门;临街院门</td>\n",
       "      <td>991400</td>\n",
       "      <td>116.333278</td>\n",
       "      <td>116.333278</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>116.339154,39.937776</td>\n",
       "      <td>7路;15路;16路;19路;45路;65路;102路;103路;334路;360路快车;695路</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>BV10384026</td>\n",
       "      <td>[]</td>\n",
       "      <td>动物园枢纽站(公交站)</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>交通设施服务;公交车站;公交车站相关</td>\n",
       "      <td>150700</td>\n",
       "      <td>116.339154</td>\n",
       "      <td>116.339154</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>116.340143,39.938914</td>\n",
       "      <td>西直门外大街137号</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A8W0JK</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京动物园售票处(宝蓝金融创新中心C厅西)</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>生活服务;售票处;公园景点售票处</td>\n",
       "      <td>070306</td>\n",
       "      <td>116.340143</td>\n",
       "      <td>116.340143</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>116.343960,39.932983</td>\n",
       "      <td>西城区</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFGQ8UEX</td>\n",
       "      <td>[]</td>\n",
       "      <td>动物园路</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>地名地址信息;交通地名;道路名</td>\n",
       "      <td>190301</td>\n",
       "      <td>116.343960</td>\n",
       "      <td>116.343960</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>116.329675,39.943456</td>\n",
       "      <td>西直门外大街137号</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFFZSYH5</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京动物园-停车场</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>交通设施服务;停车场;公共停车场</td>\n",
       "      <td>150904</td>\n",
       "      <td>116.329675</td>\n",
       "      <td>116.329675</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>116.337594,39.942388</td>\n",
       "      <td>西直门外大街137号(北京动物园)</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFGB108W</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京动物园-原驼</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;动物园</td>\n",
       "      <td>110102</td>\n",
       "      <td>116.337594</td>\n",
       "      <td>116.337594</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>116.336479,39.945527</td>\n",
       "      <td>北京动物园西侧,临近向东小学</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A84CFI</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京动物园社区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>商务住宅;住宅区;住宅小区</td>\n",
       "      <td>120302</td>\n",
       "      <td>116.336479</td>\n",
       "      <td>116.336479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>116.349784,39.940006</td>\n",
       "      <td>西城区</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFGQ90YB</td>\n",
       "      <td>[]</td>\n",
       "      <td>动物园出口(西直门外大街西向)</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>地名地址信息;交通地名;城市快速路出口</td>\n",
       "      <td>190308</td>\n",
       "      <td>116.349784</td>\n",
       "      <td>116.349784</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>116.336906,39.938049</td>\n",
       "      <td>西城区</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>BZDCPV010Y</td>\n",
       "      <td>[]</td>\n",
       "      <td>动物园出口(西直门外大街东向)</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>地名地址信息;交通地名;城市快速路出口</td>\n",
       "      <td>190308</td>\n",
       "      <td>116.336906</td>\n",
       "      <td>116.336906</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>116.336042,39.943801</td>\n",
       "      <td>西直门外大街137号北京动物园</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFFAJDVG</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京动物园-鹰山</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;动物园</td>\n",
       "      <td>110102</td>\n",
       "      <td>116.336042</td>\n",
       "      <td>116.336042</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>116.341996,39.941693</td>\n",
       "      <td>西直门外大街137号北京动物园</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9LFK2</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京动物园-熊山</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;动物园</td>\n",
       "      <td>110102</td>\n",
       "      <td>116.341996</td>\n",
       "      <td>116.341996</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>116.335585,39.496227</td>\n",
       "      <td>榆垡镇万亩森林内</td>\n",
       "      <td>大兴区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A831SV</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京野生动物园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>010-89216666;010-89216606</td>\n",
       "      <td>风景名胜;公园广场;动物园</td>\n",
       "      <td>110102</td>\n",
       "      <td>116.335585</td>\n",
       "      <td>116.335585</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>115.996858,40.351178</td>\n",
       "      <td>京藏高速公路58号出口右转200米</td>\n",
       "      <td>延庆区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A08872</td>\n",
       "      <td>[]</td>\n",
       "      <td>八达岭野生动物世界</td>\n",
       "      <td>北京市</td>\n",
       "      <td>010-69122591;010-69121842</td>\n",
       "      <td>风景名胜;公园广场;动物园</td>\n",
       "      <td>110102</td>\n",
       "      <td>115.996858</td>\n",
       "      <td>115.996858</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>116.326154,39.497090</td>\n",
       "      <td>榆垡镇北京野生动物园</td>\n",
       "      <td>大兴区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFFTFX0J</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京野生动物园(正门)</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>通行设施;临街院门;临街院正门</td>\n",
       "      <td>991401</td>\n",
       "      <td>116.326154</td>\n",
       "      <td>116.326154</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>116.322936,39.497990</td>\n",
       "      <td>榆垡镇万亩森林之中</td>\n",
       "      <td>大兴区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A889EH</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京野生动物园(西北2门)</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>通行设施;临街院门;临街院门</td>\n",
       "      <td>991400</td>\n",
       "      <td>116.322936</td>\n",
       "      <td>116.322936</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>115.989563,40.362316</td>\n",
       "      <td>八达岭景区免费接驳车</td>\n",
       "      <td>延庆区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>BV10509571</td>\n",
       "      <td>[]</td>\n",
       "      <td>八达岭野生动物园(公交站)</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>交通设施服务;公交车站;公交车站相关</td>\n",
       "      <td>150700</td>\n",
       "      <td>115.989563</td>\n",
       "      <td>115.989563</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>116.251754,40.305457</td>\n",
       "      <td>怀长路旁边附近</td>\n",
       "      <td>昌平区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFG8EMNK</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京动物园繁殖基地</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;动物园</td>\n",
       "      <td>110102</td>\n",
       "      <td>116.251754</td>\n",
       "      <td>116.251754</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>116.444349,40.137022</td>\n",
       "      <td>沟流路98号</td>\n",
       "      <td>昌平区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFFT0BWS</td>\n",
       "      <td>[]</td>\n",
       "      <td>拉斐特城堡动物园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;动物园</td>\n",
       "      <td>110102</td>\n",
       "      <td>116.444349</td>\n",
       "      <td>116.444349</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>116.432058,40.156948</td>\n",
       "      <td>小汤山镇立汤路马坊北京小汤山现代农业科技示范园内</td>\n",
       "      <td>昌平区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFHX7DJF</td>\n",
       "      <td>[]</td>\n",
       "      <td>特种动物园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;动物园</td>\n",
       "      <td>110102</td>\n",
       "      <td>116.432058</td>\n",
       "      <td>116.432058</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>116.335824,39.946556</td>\n",
       "      <td>气象路南50米</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A84CHX</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京动物园社区(北2门)</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>通行设施;临街院门;临街院门</td>\n",
       "      <td>991400</td>\n",
       "      <td>116.335824</td>\n",
       "      <td>116.335824</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>116.337295,39.937829</td>\n",
       "      <td>西直门外大街138号附近</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFIAQISV</td>\n",
       "      <td>[]</td>\n",
       "      <td>地铁动物园站</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;动物园</td>\n",
       "      <td>110102</td>\n",
       "      <td>116.337295</td>\n",
       "      <td>116.337295</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>406</th>\n",
       "      <td>115.999161,40.354358</td>\n",
       "      <td>八达岭镇八达岭野生动物园内</td>\n",
       "      <td>延庆区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9LFI6</td>\n",
       "      <td>[]</td>\n",
       "      <td>八达岭野生动物世界-孔雀园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜相关;旅游景点</td>\n",
       "      <td>110000</td>\n",
       "      <td>115.999161</td>\n",
       "      <td>115.999161</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>407</th>\n",
       "      <td>116.006560,40.348769</td>\n",
       "      <td>八达岭镇八达岭野生动物园内</td>\n",
       "      <td>延庆区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9LEUK</td>\n",
       "      <td>[]</td>\n",
       "      <td>八达岭野生动物世界-玉兔园</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜相关;旅游景点</td>\n",
       "      <td>110000</td>\n",
       "      <td>116.006560</td>\n",
       "      <td>116.006560</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>408</th>\n",
       "      <td>116.341717,39.940748</td>\n",
       "      <td>西直门外大街137号北京动物园</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFFQ0AUQ</td>\n",
       "      <td>[]</td>\n",
       "      <td>动物城堡</td>\n",
       "      <td>北京市</td>\n",
       "      <td>010-68390495</td>\n",
       "      <td>体育休闲服务;影剧院;剧场</td>\n",
       "      <td>080603</td>\n",
       "      <td>116.341717</td>\n",
       "      <td>116.341717</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>409</th>\n",
       "      <td>115.992455,40.358640</td>\n",
       "      <td>八达岭镇八达岭野生动物园内</td>\n",
       "      <td>延庆区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9QQ67</td>\n",
       "      <td>[]</td>\n",
       "      <td>八达岭野生动物世界售票处</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>生活服务;售票处;公园景点售票处</td>\n",
       "      <td>070306</td>\n",
       "      <td>115.992455</td>\n",
       "      <td>115.992455</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>410</th>\n",
       "      <td>116.335623,39.494482</td>\n",
       "      <td>榆垡镇北京野生动物园内</td>\n",
       "      <td>大兴区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFFQLX76</td>\n",
       "      <td>[]</td>\n",
       "      <td>动物表演场</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>体育休闲服务;影剧院;剧场</td>\n",
       "      <td>080603</td>\n",
       "      <td>116.335623</td>\n",
       "      <td>116.335623</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>411</th>\n",
       "      <td>116.006251,40.349109</td>\n",
       "      <td>八达岭镇八达岭野生动物园内</td>\n",
       "      <td>延庆区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9LEZY</td>\n",
       "      <td>[]</td>\n",
       "      <td>八达岭野生动物世界-秃鹫</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜相关;旅游景点</td>\n",
       "      <td>110000</td>\n",
       "      <td>116.006251</td>\n",
       "      <td>116.006251</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>412</th>\n",
       "      <td>115.999700,40.353219</td>\n",
       "      <td>八达岭镇八达岭野生动物园内</td>\n",
       "      <td>延庆区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9LFOU</td>\n",
       "      <td>[]</td>\n",
       "      <td>八达岭野生动物世界-鸵鸟</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜相关;旅游景点</td>\n",
       "      <td>110000</td>\n",
       "      <td>115.999700</td>\n",
       "      <td>115.999700</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>413</th>\n",
       "      <td>116.003620,40.346729</td>\n",
       "      <td>八达岭镇八达岭野生动物园内</td>\n",
       "      <td>延庆区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9LFND</td>\n",
       "      <td>[]</td>\n",
       "      <td>八达岭野生动物世界-珍珠鸡</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜相关;旅游景点</td>\n",
       "      <td>110000</td>\n",
       "      <td>116.003620</td>\n",
       "      <td>116.003620</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>414</th>\n",
       "      <td>115.999361,40.342347</td>\n",
       "      <td>八达岭镇八达岭野生动物园内</td>\n",
       "      <td>延庆区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9LFQL</td>\n",
       "      <td>[]</td>\n",
       "      <td>八达岭野生动物世界-孟加拉虎</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜相关;旅游景点</td>\n",
       "      <td>110000</td>\n",
       "      <td>115.999361</td>\n",
       "      <td>115.999361</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>415</th>\n",
       "      <td>115.999761,40.343529</td>\n",
       "      <td>八达岭镇八达岭野生动物园内</td>\n",
       "      <td>延庆区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9LFYB</td>\n",
       "      <td>[]</td>\n",
       "      <td>八达岭野生动物世界-非洲狮</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜相关;旅游景点</td>\n",
       "      <td>110000</td>\n",
       "      <td>115.999761</td>\n",
       "      <td>115.999761</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>416</th>\n",
       "      <td>115.998532,40.344187</td>\n",
       "      <td>八达岭镇八达岭野生动物园内</td>\n",
       "      <td>延庆区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9LF02</td>\n",
       "      <td>[]</td>\n",
       "      <td>八达岭野生动物世界-非洲动物区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;动物园</td>\n",
       "      <td>110102</td>\n",
       "      <td>115.998532</td>\n",
       "      <td>115.998532</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>417</th>\n",
       "      <td>115.999729,40.353769</td>\n",
       "      <td>八达岭镇八达岭野生动物园内</td>\n",
       "      <td>延庆区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9LEZZ</td>\n",
       "      <td>[]</td>\n",
       "      <td>八达岭野生动物世界-金毛扭角羚</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜相关;旅游景点</td>\n",
       "      <td>110000</td>\n",
       "      <td>115.999729</td>\n",
       "      <td>115.999729</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>418</th>\n",
       "      <td>115.999450,40.353720</td>\n",
       "      <td>八达岭镇八达岭野生动物园内</td>\n",
       "      <td>延庆区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9LFOC</td>\n",
       "      <td>[]</td>\n",
       "      <td>八达岭野生动物世界-琉璃金刚鹦鹉</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜相关;旅游景点</td>\n",
       "      <td>110000</td>\n",
       "      <td>115.999450</td>\n",
       "      <td>115.999450</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>419</th>\n",
       "      <td>115.999610,40.353499</td>\n",
       "      <td>八达岭镇八达岭野生动物园内</td>\n",
       "      <td>延庆区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9LFGN</td>\n",
       "      <td>[]</td>\n",
       "      <td>八达岭野生动物世界-葵花凤头鹦鹉</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜相关;旅游景点</td>\n",
       "      <td>110000</td>\n",
       "      <td>115.999610</td>\n",
       "      <td>115.999610</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>420</th>\n",
       "      <td>115.995760,40.342934</td>\n",
       "      <td>八达岭镇八达岭野生动物园内</td>\n",
       "      <td>延庆区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A9LETJ</td>\n",
       "      <td>[]</td>\n",
       "      <td>八达岭野生动物世界-古长城砖窑遗址</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>115.995760</td>\n",
       "      <td>115.995760</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>421</th>\n",
       "      <td>115.992600,40.358218</td>\n",
       "      <td>八达岭镇八达岭野生动物园内</td>\n",
       "      <td>延庆区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000ABCM39</td>\n",
       "      <td>[]</td>\n",
       "      <td>八达岭野生动物世界(西北2门)</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>通行设施;临街院门;临街院门</td>\n",
       "      <td>991400</td>\n",
       "      <td>115.992600</td>\n",
       "      <td>115.992600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>422</th>\n",
       "      <td>116.338835,39.944024</td>\n",
       "      <td>西直门外大街137号北京动物园</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFFQ09T8</td>\n",
       "      <td>[]</td>\n",
       "      <td>象馆</td>\n",
       "      <td>北京市</td>\n",
       "      <td>010-62176655</td>\n",
       "      <td>风景名胜;公园广场;动物园</td>\n",
       "      <td>110102</td>\n",
       "      <td>116.338835</td>\n",
       "      <td>116.338835</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>423</th>\n",
       "      <td>116.337785,39.497495</td>\n",
       "      <td>榆垡镇北京野生动物园内</td>\n",
       "      <td>大兴区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFFDKWWU</td>\n",
       "      <td>[]</td>\n",
       "      <td>观湖食苑</td>\n",
       "      <td>北京市</td>\n",
       "      <td>010-89212999</td>\n",
       "      <td>餐饮服务;中餐厅;中餐厅</td>\n",
       "      <td>050100</td>\n",
       "      <td>116.337785</td>\n",
       "      <td>116.337785</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>424</th>\n",
       "      <td>116.337837,39.497204</td>\n",
       "      <td>榆垡镇北京野生动物园内</td>\n",
       "      <td>大兴区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFFFGCGV</td>\n",
       "      <td>[]</td>\n",
       "      <td>鸟类趣味表演场</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>体育休闲服务;影剧院;剧场</td>\n",
       "      <td>080603</td>\n",
       "      <td>116.337837</td>\n",
       "      <td>116.337837</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>425</th>\n",
       "      <td>116.003894,40.350591</td>\n",
       "      <td>八达岭镇八达岭野生动物园内</td>\n",
       "      <td>延庆区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFI6LYMS</td>\n",
       "      <td>[]</td>\n",
       "      <td>银狐</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>116.003894</td>\n",
       "      <td>116.003894</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>426</th>\n",
       "      <td>116.340258,39.938916</td>\n",
       "      <td>西直门大街丁137号(动物园售票处旁边)</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFGCY0U7</td>\n",
       "      <td>[]</td>\n",
       "      <td>京味小馆(西直门外大街辅路)</td>\n",
       "      <td>北京市</td>\n",
       "      <td>010-68331120</td>\n",
       "      <td>餐饮服务;中餐厅;中餐厅</td>\n",
       "      <td>050100</td>\n",
       "      <td>116.340258</td>\n",
       "      <td>116.340258</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>427</th>\n",
       "      <td>116.340914,39.939328</td>\n",
       "      <td>西直门外大街137号北京动物园内</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFG65INK</td>\n",
       "      <td>[]</td>\n",
       "      <td>公用电话</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>公共设施;公用电话;公用电话</td>\n",
       "      <td>200200</td>\n",
       "      <td>116.340914</td>\n",
       "      <td>116.340914</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>428</th>\n",
       "      <td>116.339859,39.943999</td>\n",
       "      <td>西直门外大街137号北京动物园</td>\n",
       "      <td>海淀区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFFWLFZX</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京旅游咨询(中苑宾馆东南)</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>生活服务;生活服务场所;生活服务场所</td>\n",
       "      <td>070000</td>\n",
       "      <td>116.339859</td>\n",
       "      <td>116.339859</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>429</th>\n",
       "      <td>116.331776,39.940599</td>\n",
       "      <td>西直门外大街137号北京动物园内</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFFUETNN</td>\n",
       "      <td>[]</td>\n",
       "      <td>爱昵猫儿童天地</td>\n",
       "      <td>北京市</td>\n",
       "      <td>010-68390565</td>\n",
       "      <td>体育休闲服务;休闲场所;游乐场</td>\n",
       "      <td>080501</td>\n",
       "      <td>116.331776</td>\n",
       "      <td>116.331776</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>430</th>\n",
       "      <td>116.338001,39.939673</td>\n",
       "      <td>西直门外大街137号北京动物园内</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFFQ0BBL</td>\n",
       "      <td>[]</td>\n",
       "      <td>公用电话</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>公共设施;公用电话;公用电话</td>\n",
       "      <td>200200</td>\n",
       "      <td>116.338001</td>\n",
       "      <td>116.338001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>431</th>\n",
       "      <td>116.340678,39.941829</td>\n",
       "      <td>西直门外大街137号北京动物园</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFFQ0AXZ</td>\n",
       "      <td>[]</td>\n",
       "      <td>天鹅湖餐厅</td>\n",
       "      <td>北京市</td>\n",
       "      <td>010-68390476</td>\n",
       "      <td>餐饮服务;外国餐厅;西餐厅(综合风味)</td>\n",
       "      <td>050201</td>\n",
       "      <td>116.340678</td>\n",
       "      <td>116.340678</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>432</th>\n",
       "      <td>116.338506,39.940189</td>\n",
       "      <td>西直门外大街137号北京动物园</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFFQ0AVC</td>\n",
       "      <td>[]</td>\n",
       "      <td>彭杨黄张四烈士墓遗址</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;风景名胜;风景名胜</td>\n",
       "      <td>110200</td>\n",
       "      <td>116.338506</td>\n",
       "      <td>116.338506</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>433</th>\n",
       "      <td>116.338997,39.941854</td>\n",
       "      <td>西直门外大街137号北京动物园内</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFFQ0AIY</td>\n",
       "      <td>[]</td>\n",
       "      <td>护国寺小吃</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>餐饮服务;快餐厅;快餐厅</td>\n",
       "      <td>050300</td>\n",
       "      <td>116.338997</td>\n",
       "      <td>116.338997</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>434</th>\n",
       "      <td>116.332369,39.942019</td>\n",
       "      <td>西直门外大街137号北京动物园内</td>\n",
       "      <td>西城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFFQ09T1</td>\n",
       "      <td>[]</td>\n",
       "      <td>公用电话</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>公共设施;公用电话;公用电话</td>\n",
       "      <td>200200</td>\n",
       "      <td>116.332369</td>\n",
       "      <td>116.332369</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>435</th>\n",
       "      <td>116.328128,39.498330</td>\n",
       "      <td>榆垡镇北京野生动物园内</td>\n",
       "      <td>大兴区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFFDI9W3</td>\n",
       "      <td>[]</td>\n",
       "      <td>儿童游乐场</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>体育休闲服务;休闲场所;游乐场</td>\n",
       "      <td>080501</td>\n",
       "      <td>116.328128</td>\n",
       "      <td>116.328128</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>436 rows × 13 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                 location                                            address  \\\n",
       "0    116.336551,39.942131                                         西直门外大街137号   \n",
       "1    116.338812,39.938249                                            4号线/大兴线   \n",
       "2    116.335884,39.937965  27路;27路区间;87路;105路;107路;111路;332路;347路;360路;36...   \n",
       "3    116.339837,39.947451                                    西直门外大街137号北京动物园   \n",
       "4    116.339892,39.941344                                                西城区   \n",
       "5    116.339559,39.938905                                    西直门外大街137号北京动物园   \n",
       "6    116.330572,39.943419                                               五塔寺路   \n",
       "7    116.335187,39.944856                                    西直门外大街137号北京动物园   \n",
       "8    116.328324,39.942265                                   西直门外大街137号北京动物园内   \n",
       "9    116.333278,39.944097                                            五塔寺路22号   \n",
       "10   116.339154,39.937776  7路;15路;16路;19路;45路;65路;102路;103路;334路;360路快车;695路   \n",
       "11   116.340143,39.938914                                         西直门外大街137号   \n",
       "12   116.343960,39.932983                                                西城区   \n",
       "13   116.329675,39.943456                                         西直门外大街137号   \n",
       "14   116.337594,39.942388                                  西直门外大街137号(北京动物园)   \n",
       "15   116.336479,39.945527                                     北京动物园西侧,临近向东小学   \n",
       "16   116.349784,39.940006                                                西城区   \n",
       "17   116.336906,39.938049                                                西城区   \n",
       "18   116.336042,39.943801                                    西直门外大街137号北京动物园   \n",
       "19   116.341996,39.941693                                    西直门外大街137号北京动物园   \n",
       "20   116.335585,39.496227                                           榆垡镇万亩森林内   \n",
       "21   115.996858,40.351178                                  京藏高速公路58号出口右转200米   \n",
       "22   116.326154,39.497090                                         榆垡镇北京野生动物园   \n",
       "23   116.322936,39.497990                                          榆垡镇万亩森林之中   \n",
       "24   115.989563,40.362316                                         八达岭景区免费接驳车   \n",
       "25   116.251754,40.305457                                            怀长路旁边附近   \n",
       "26   116.444349,40.137022                                             沟流路98号   \n",
       "27   116.432058,40.156948                           小汤山镇立汤路马坊北京小汤山现代农业科技示范园内   \n",
       "28   116.335824,39.946556                                            气象路南50米   \n",
       "29   116.337295,39.937829                                       西直门外大街138号附近   \n",
       "..                    ...                                                ...   \n",
       "406  115.999161,40.354358                                      八达岭镇八达岭野生动物园内   \n",
       "407  116.006560,40.348769                                      八达岭镇八达岭野生动物园内   \n",
       "408  116.341717,39.940748                                    西直门外大街137号北京动物园   \n",
       "409  115.992455,40.358640                                      八达岭镇八达岭野生动物园内   \n",
       "410  116.335623,39.494482                                        榆垡镇北京野生动物园内   \n",
       "411  116.006251,40.349109                                      八达岭镇八达岭野生动物园内   \n",
       "412  115.999700,40.353219                                      八达岭镇八达岭野生动物园内   \n",
       "413  116.003620,40.346729                                      八达岭镇八达岭野生动物园内   \n",
       "414  115.999361,40.342347                                      八达岭镇八达岭野生动物园内   \n",
       "415  115.999761,40.343529                                      八达岭镇八达岭野生动物园内   \n",
       "416  115.998532,40.344187                                      八达岭镇八达岭野生动物园内   \n",
       "417  115.999729,40.353769                                      八达岭镇八达岭野生动物园内   \n",
       "418  115.999450,40.353720                                      八达岭镇八达岭野生动物园内   \n",
       "419  115.999610,40.353499                                      八达岭镇八达岭野生动物园内   \n",
       "420  115.995760,40.342934                                      八达岭镇八达岭野生动物园内   \n",
       "421  115.992600,40.358218                                      八达岭镇八达岭野生动物园内   \n",
       "422  116.338835,39.944024                                    西直门外大街137号北京动物园   \n",
       "423  116.337785,39.497495                                        榆垡镇北京野生动物园内   \n",
       "424  116.337837,39.497204                                        榆垡镇北京野生动物园内   \n",
       "425  116.003894,40.350591                                      八达岭镇八达岭野生动物园内   \n",
       "426  116.340258,39.938916                               西直门大街丁137号(动物园售票处旁边)   \n",
       "427  116.340914,39.939328                                   西直门外大街137号北京动物园内   \n",
       "428  116.339859,39.943999                                    西直门外大街137号北京动物园   \n",
       "429  116.331776,39.940599                                   西直门外大街137号北京动物园内   \n",
       "430  116.338001,39.939673                                   西直门外大街137号北京动物园内   \n",
       "431  116.340678,39.941829                                    西直门外大街137号北京动物园   \n",
       "432  116.338506,39.940189                                    西直门外大街137号北京动物园   \n",
       "433  116.338997,39.941854                                   西直门外大街137号北京动物园内   \n",
       "434  116.332369,39.942019                                   西直门外大街137号北京动物园内   \n",
       "435  116.328128,39.498330                                        榆垡镇北京野生动物园内   \n",
       "\n",
       "    adname cityname          id importance                   name pname  \\\n",
       "0      西城区      北京市  B000A87IUX         []                  北京动物园   北京市   \n",
       "1      西城区      北京市  BV10006771         []               动物园(地铁站)   北京市   \n",
       "2      西城区      北京市  BV10006770         []               动物园(公交站)   北京市   \n",
       "3      海淀区      北京市  B000A8358T         []              北京动物园(北门)   北京市   \n",
       "4      西城区      北京市  B0FFHOSWUM         []                    动物园   北京市   \n",
       "5      西城区      北京市  B000A834GY         []             北京动物园(南1门)   北京市   \n",
       "6      海淀区      北京市  B000A81K15         []            北京动物园(西北1门)   北京市   \n",
       "7      海淀区      北京市  B000A81FAS         []            北京动物园(西北3门)   北京市   \n",
       "8      西城区      北京市  B000A18548         []             北京动物园(西北门)   北京市   \n",
       "9      海淀区      北京市  B000A81FAR         []            北京动物园(西北2门)   北京市   \n",
       "10     西城区      北京市  BV10384026         []            动物园枢纽站(公交站)   北京市   \n",
       "11     西城区      北京市  B000A8W0JK         []  北京动物园售票处(宝蓝金融创新中心C厅西)   北京市   \n",
       "12     西城区      北京市  B0FFGQ8UEX         []                   动物园路   北京市   \n",
       "13     海淀区      北京市  B0FFFZSYH5         []              北京动物园-停车场   北京市   \n",
       "14     西城区      北京市  B0FFGB108W         []               北京动物园-原驼   北京市   \n",
       "15     海淀区      北京市  B000A84CFI         []                北京动物园社区   北京市   \n",
       "16     西城区      北京市  B0FFGQ90YB         []        动物园出口(西直门外大街西向)   北京市   \n",
       "17     西城区      北京市  BZDCPV010Y         []        动物园出口(西直门外大街东向)   北京市   \n",
       "18     海淀区      北京市  B0FFFAJDVG         []               北京动物园-鹰山   北京市   \n",
       "19     西城区      北京市  B000A9LFK2         []               北京动物园-熊山   北京市   \n",
       "20     大兴区      北京市  B000A831SV         []                北京野生动物园   北京市   \n",
       "21     延庆区      北京市  B000A08872         []              八达岭野生动物世界   北京市   \n",
       "22     大兴区      北京市  B0FFFTFX0J         []            北京野生动物园(正门)   北京市   \n",
       "23     大兴区      北京市  B000A889EH         []          北京野生动物园(西北2门)   北京市   \n",
       "24     延庆区      北京市  BV10509571         []          八达岭野生动物园(公交站)   北京市   \n",
       "25     昌平区      北京市  B0FFG8EMNK         []              北京动物园繁殖基地   北京市   \n",
       "26     昌平区      北京市  B0FFFT0BWS         []               拉斐特城堡动物园   北京市   \n",
       "27     昌平区      北京市  B0FFHX7DJF         []                  特种动物园   北京市   \n",
       "28     海淀区      北京市  B000A84CHX         []           北京动物园社区(北2门)   北京市   \n",
       "29     西城区      北京市  B0FFIAQISV         []                 地铁动物园站   北京市   \n",
       "..     ...      ...         ...        ...                    ...   ...   \n",
       "406    延庆区      北京市  B000A9LFI6         []          八达岭野生动物世界-孔雀园   北京市   \n",
       "407    延庆区      北京市  B000A9LEUK         []          八达岭野生动物世界-玉兔园   北京市   \n",
       "408    西城区      北京市  B0FFFQ0AUQ         []                   动物城堡   北京市   \n",
       "409    延庆区      北京市  B000A9QQ67         []           八达岭野生动物世界售票处   北京市   \n",
       "410    大兴区      北京市  B0FFFQLX76         []                  动物表演场   北京市   \n",
       "411    延庆区      北京市  B000A9LEZY         []           八达岭野生动物世界-秃鹫   北京市   \n",
       "412    延庆区      北京市  B000A9LFOU         []           八达岭野生动物世界-鸵鸟   北京市   \n",
       "413    延庆区      北京市  B000A9LFND         []          八达岭野生动物世界-珍珠鸡   北京市   \n",
       "414    延庆区      北京市  B000A9LFQL         []         八达岭野生动物世界-孟加拉虎   北京市   \n",
       "415    延庆区      北京市  B000A9LFYB         []          八达岭野生动物世界-非洲狮   北京市   \n",
       "416    延庆区      北京市  B000A9LF02         []        八达岭野生动物世界-非洲动物区   北京市   \n",
       "417    延庆区      北京市  B000A9LEZZ         []        八达岭野生动物世界-金毛扭角羚   北京市   \n",
       "418    延庆区      北京市  B000A9LFOC         []       八达岭野生动物世界-琉璃金刚鹦鹉   北京市   \n",
       "419    延庆区      北京市  B000A9LFGN         []       八达岭野生动物世界-葵花凤头鹦鹉   北京市   \n",
       "420    延庆区      北京市  B000A9LETJ         []      八达岭野生动物世界-古长城砖窑遗址   北京市   \n",
       "421    延庆区      北京市  B000ABCM39         []        八达岭野生动物世界(西北2门)   北京市   \n",
       "422    海淀区      北京市  B0FFFQ09T8         []                     象馆   北京市   \n",
       "423    大兴区      北京市  B0FFFDKWWU         []                   观湖食苑   北京市   \n",
       "424    大兴区      北京市  B0FFFFGCGV         []                鸟类趣味表演场   北京市   \n",
       "425    延庆区      北京市  B0FFI6LYMS         []                     银狐   北京市   \n",
       "426    西城区      北京市  B0FFGCY0U7         []         京味小馆(西直门外大街辅路)   北京市   \n",
       "427    西城区      北京市  B0FFG65INK         []                   公用电话   北京市   \n",
       "428    海淀区      北京市  B0FFFWLFZX         []         北京旅游咨询(中苑宾馆东南)   北京市   \n",
       "429    西城区      北京市  B0FFFUETNN         []                爱昵猫儿童天地   北京市   \n",
       "430    西城区      北京市  B0FFFQ0BBL         []                   公用电话   北京市   \n",
       "431    西城区      北京市  B0FFFQ0AXZ         []                  天鹅湖餐厅   北京市   \n",
       "432    西城区      北京市  B0FFFQ0AVC         []             彭杨黄张四烈士墓遗址   北京市   \n",
       "433    西城区      北京市  B0FFFQ0AIY         []                  护国寺小吃   北京市   \n",
       "434    西城区      北京市  B0FFFQ09T1         []                   公用电话   北京市   \n",
       "435    大兴区      北京市  B0FFFDI9W3         []                  儿童游乐场   北京市   \n",
       "\n",
       "                                 tel                 type typecode  \\\n",
       "0    010-68314411;010-68390274;12301        风景名胜;公园广场;动物园   110102   \n",
       "1                                 []       交通设施服务;地铁站;地铁站   150500   \n",
       "2                                 []   交通设施服务;公交车站;公交车站相关   150700   \n",
       "3                                 []       通行设施;临街院门;临街院门   991400   \n",
       "4                                 []     地名地址信息;热点地名;热点地名   190700   \n",
       "5                                 []      通行设施;临街院门;临街院正门   991401   \n",
       "6                                 []       通行设施;临街院门;临街院门   991400   \n",
       "7                                 []       通行设施;临街院门;临街院门   991400   \n",
       "8                                 []       通行设施;临街院门;临街院门   991400   \n",
       "9                                 []       通行设施;临街院门;临街院门   991400   \n",
       "10                                []   交通设施服务;公交车站;公交车站相关   150700   \n",
       "11                                []     生活服务;售票处;公园景点售票处   070306   \n",
       "12                                []      地名地址信息;交通地名;道路名   190301   \n",
       "13                                []     交通设施服务;停车场;公共停车场   150904   \n",
       "14                                []        风景名胜;公园广场;动物园   110102   \n",
       "15                                []        商务住宅;住宅区;住宅小区   120302   \n",
       "16                                []  地名地址信息;交通地名;城市快速路出口   190308   \n",
       "17                                []  地名地址信息;交通地名;城市快速路出口   190308   \n",
       "18                                []        风景名胜;公园广场;动物园   110102   \n",
       "19                                []        风景名胜;公园广场;动物园   110102   \n",
       "20         010-89216666;010-89216606        风景名胜;公园广场;动物园   110102   \n",
       "21         010-69122591;010-69121842        风景名胜;公园广场;动物园   110102   \n",
       "22                                []      通行设施;临街院门;临街院正门   991401   \n",
       "23                                []       通行设施;临街院门;临街院门   991400   \n",
       "24                                []   交通设施服务;公交车站;公交车站相关   150700   \n",
       "25                                []        风景名胜;公园广场;动物园   110102   \n",
       "26                                []        风景名胜;公园广场;动物园   110102   \n",
       "27                                []        风景名胜;公园广场;动物园   110102   \n",
       "28                                []       通行设施;临街院门;临街院门   991400   \n",
       "29                                []        风景名胜;公园广场;动物园   110102   \n",
       "..                               ...                  ...      ...   \n",
       "406                               []     风景名胜;风景名胜相关;旅游景点   110000   \n",
       "407                               []     风景名胜;风景名胜相关;旅游景点   110000   \n",
       "408                     010-68390495        体育休闲服务;影剧院;剧场   080603   \n",
       "409                               []     生活服务;售票处;公园景点售票处   070306   \n",
       "410                               []        体育休闲服务;影剧院;剧场   080603   \n",
       "411                               []     风景名胜;风景名胜相关;旅游景点   110000   \n",
       "412                               []     风景名胜;风景名胜相关;旅游景点   110000   \n",
       "413                               []     风景名胜;风景名胜相关;旅游景点   110000   \n",
       "414                               []     风景名胜;风景名胜相关;旅游景点   110000   \n",
       "415                               []     风景名胜;风景名胜相关;旅游景点   110000   \n",
       "416                               []        风景名胜;公园广场;动物园   110102   \n",
       "417                               []     风景名胜;风景名胜相关;旅游景点   110000   \n",
       "418                               []     风景名胜;风景名胜相关;旅游景点   110000   \n",
       "419                               []     风景名胜;风景名胜相关;旅游景点   110000   \n",
       "420                               []       风景名胜;风景名胜;风景名胜   110200   \n",
       "421                               []       通行设施;临街院门;临街院门   991400   \n",
       "422                     010-62176655        风景名胜;公园广场;动物园   110102   \n",
       "423                     010-89212999         餐饮服务;中餐厅;中餐厅   050100   \n",
       "424                               []        体育休闲服务;影剧院;剧场   080603   \n",
       "425                               []       风景名胜;风景名胜;风景名胜   110200   \n",
       "426                     010-68331120         餐饮服务;中餐厅;中餐厅   050100   \n",
       "427                               []       公共设施;公用电话;公用电话   200200   \n",
       "428                               []   生活服务;生活服务场所;生活服务场所   070000   \n",
       "429                     010-68390565      体育休闲服务;休闲场所;游乐场   080501   \n",
       "430                               []       公共设施;公用电话;公用电话   200200   \n",
       "431                     010-68390476  餐饮服务;外国餐厅;西餐厅(综合风味)   050201   \n",
       "432                               []       风景名胜;风景名胜;风景名胜   110200   \n",
       "433                               []         餐饮服务;快餐厅;快餐厅   050300   \n",
       "434                               []       公共设施;公用电话;公用电话   200200   \n",
       "435                               []      体育休闲服务;休闲场所;游乐场   080501   \n",
       "\n",
       "              经           纬  \n",
       "0    116.336551  116.336551  \n",
       "1    116.338812  116.338812  \n",
       "2    116.335884  116.335884  \n",
       "3    116.339837  116.339837  \n",
       "4    116.339892  116.339892  \n",
       "5    116.339559  116.339559  \n",
       "6    116.330572  116.330572  \n",
       "7    116.335187  116.335187  \n",
       "8    116.328324  116.328324  \n",
       "9    116.333278  116.333278  \n",
       "10   116.339154  116.339154  \n",
       "11   116.340143  116.340143  \n",
       "12   116.343960  116.343960  \n",
       "13   116.329675  116.329675  \n",
       "14   116.337594  116.337594  \n",
       "15   116.336479  116.336479  \n",
       "16   116.349784  116.349784  \n",
       "17   116.336906  116.336906  \n",
       "18   116.336042  116.336042  \n",
       "19   116.341996  116.341996  \n",
       "20   116.335585  116.335585  \n",
       "21   115.996858  115.996858  \n",
       "22   116.326154  116.326154  \n",
       "23   116.322936  116.322936  \n",
       "24   115.989563  115.989563  \n",
       "25   116.251754  116.251754  \n",
       "26   116.444349  116.444349  \n",
       "27   116.432058  116.432058  \n",
       "28   116.335824  116.335824  \n",
       "29   116.337295  116.337295  \n",
       "..          ...         ...  \n",
       "406  115.999161  115.999161  \n",
       "407  116.006560  116.006560  \n",
       "408  116.341717  116.341717  \n",
       "409  115.992455  115.992455  \n",
       "410  116.335623  116.335623  \n",
       "411  116.006251  116.006251  \n",
       "412  115.999700  115.999700  \n",
       "413  116.003620  116.003620  \n",
       "414  115.999361  115.999361  \n",
       "415  115.999761  115.999761  \n",
       "416  115.998532  115.998532  \n",
       "417  115.999729  115.999729  \n",
       "418  115.999450  115.999450  \n",
       "419  115.999610  115.999610  \n",
       "420  115.995760  115.995760  \n",
       "421  115.992600  115.992600  \n",
       "422  116.338835  116.338835  \n",
       "423  116.337785  116.337785  \n",
       "424  116.337837  116.337837  \n",
       "425  116.003894  116.003894  \n",
       "426  116.340258  116.340258  \n",
       "427  116.340914  116.340914  \n",
       "428  116.339859  116.339859  \n",
       "429  116.331776  116.331776  \n",
       "430  116.338001  116.338001  \n",
       "431  116.340678  116.340678  \n",
       "432  116.338506  116.338506  \n",
       "433  116.338997  116.338997  \n",
       "434  116.332369  116.332369  \n",
       "435  116.328128  116.328128  \n",
       "\n",
       "[436 rows x 13 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_动物园_110000 "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
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